diff --git a/apt/minimization/minimizer.py b/apt/minimization/minimizer.py index 0e2e3b8..7841d36 100644 --- a/apt/minimization/minimizer.py +++ b/apt/minimization/minimizer.py @@ -56,9 +56,13 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM :param encoder: Optional encoder for encoding data before feeding it into the estimator (e.g., for categorical features). If not provided, the data will be fed as is directly to the estimator. :type encoder: sklearn OrdinalEncoder or OneHotEncoder - :type categorical_features: list of strings, optional - :param features_to_minimize: The features to be minimized. + :type categorical_features: list of strings or integers, optional + :param features_to_minimize: The features to be minimized. If not provided, all features will be minimized. :type features_to_minimize: list of strings or int, optional + :param feature_slices: If some of the features to be minimized represent 1-hot encoded features that need to remain + consistent after minimization, provide a list containing the list of column names + or indexes that represent a single feature. + :type feature_slices: list of lists of strings or integers, optional :param train_only_features_to_minimize: Whether to train the tree just on the ``features_to_minimize`` or on all features. Default is only on ``features_to_minimize``. :type train_only_features_to_minimize: boolean, optional @@ -79,6 +83,7 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM categorical_features: Optional[Union[np.ndarray, list]] = None, encoder: Optional[Union[OrdinalEncoder, OneHotEncoder]] = None, features_to_minimize: Optional[Union[np.ndarray, list]] = None, + feature_slices: Optional[list] = None, train_only_features_to_minimize: Optional[bool] = True, is_regression: Optional[bool] = False, generalize_using_transform: bool = True): @@ -91,12 +96,15 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM self.estimator = SklearnClassifier(estimator, ModelOutputType.CLASSIFIER_PROBABILITIES) self.target_accuracy = target_accuracy self.cells = cells - if cells: - self._calculate_generalizations() self.categorical_features = [] if categorical_features: self.categorical_features = categorical_features self.features_to_minimize = features_to_minimize + self.feature_slices = feature_slices + if self.feature_slices: + self.all_one_hot_features = {str(feature) for encoded in self.feature_slices for feature in encoded} + else: + self.all_one_hot_features = set() self.train_only_features_to_minimize = train_only_features_to_minimize self.is_regression = is_regression self.encoder = encoder @@ -107,6 +115,8 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM self._dt = None self._features = None self._level = 0 + if cells: + self._calculate_generalizations() def get_params(self, deep=True): """ @@ -121,6 +131,7 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM ret['target_accuracy'] = self.target_accuracy ret['categorical_features'] = self.categorical_features ret['features_to_minimize'] = self.features_to_minimize + ret['feature_slices'] = self.feature_slices ret['train_only_features_to_minimize'] = self.train_only_features_to_minimize ret['is_regression'] = self.is_regression ret['estimator'] = self.estimator @@ -151,6 +162,8 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM self.categorical_features = params['categorical_features'] if 'features_to_minimize' in params: self.features_to_minimize = params['features_to_minimize'] + if 'feature_slices' in params: + self.feature_slices = params['feature_slices'] if 'train_only_features_to_minimize' in params: self.train_only_features_to_minimize = params['train_only_features_to_minimize'] if 'is_regression' in params: @@ -259,6 +272,14 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM self.features_to_minimize = [str(i) for i in self.features_to_minimize] if not all(elem in self._features for elem in self.features_to_minimize): raise ValueError('features to minimize should be a subset of features names') + if self.feature_slices: + temp_list = [] + for slice in self.feature_slices: + new_slice = [str(i) for i in slice] + if not all(elem in self._features for elem in new_slice): + raise ValueError('features in slices should be a subset of features names') + temp_list.append(new_slice) + self.feature_slices = temp_list x_qi = x.loc[:, self.features_to_minimize] # divide dataset into train and test @@ -325,8 +346,9 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM # if accuracy above threshold, improve generalization if accuracy > self.target_accuracy: print('Improving generalizations') - self._level = 1 + self._level = 0 while accuracy > self.target_accuracy: + self._level += 1 cells_previous_iter = self.cells generalization_prev_iter = self._generalizations cells_by_id_prev = self._cells_by_id @@ -352,7 +374,6 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM break else: print('Pruned tree to level: %d, new relative accuracy: %f' % (self._level, accuracy)) - self._level += 1 # if accuracy below threshold, improve accuracy by removing features from generalization elif accuracy < self.target_accuracy: @@ -375,6 +396,16 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM x_test_dataset = ArrayDataset(x_test, features_names=self._features) self._ncp_scores.fit_score = self.calculate_ncp(x_test_dataset) self._ncp_scores.generalizations_score = self.calculate_ncp(x_test_dataset) + else: + print('No fitting was performed as some information was missing') + if not self.estimator: + print('No estimator provided') + elif not dataset: + print('No data provided') + elif dataset.get_samples() is None: + print('No samples provided') + elif dataset.get_labels() is None: + print('No labels provided') # Return the transformer return self @@ -579,7 +610,7 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM elif feature in cell['untouched']: continue else: - raise TypeError("feature " + feature + "not found in cell" + cell['id']) + raise TypeError("feature " + str(feature) + " not found in cell " + str(cell['id'])) # Mark as mapped mapped.itemset(index, 1) return True @@ -703,6 +734,32 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM # categorical feature can not have this value if categorical_value in new_cell['categories'][categorical_feature]: new_cell['categories'][categorical_feature].remove(categorical_value) + # features that were already one-hot encoded. Legal values should be 0 or 1 + elif feature in self.all_one_hot_features: + if feature not in new_cell['categories'].keys(): + new_cell['categories'][feature] = [] + if feature in cell['ranges']: + range = cell['ranges'][feature] + if range['start'] is None and range['end'] < 1: + feature_value = 0 + elif range['end'] is None and range['start'] > 0: + feature_value = 1 + else: + raise ValueError('Illegal range for 1-hot encoded feature') + new_cell['categories'][feature] = [feature_value] + + # need to add other columns that represent same 1-hot encoded feature + + # search for feature group: + other_features, encoded = self._get_other_features_in_encoding(feature, self.feature_slices) + for other_feature in other_features: + if feature_value == 1: + new_cell['categories'][other_feature] = [0] + elif len(encoded) == 2: + new_cell['categories'][other_feature] = [1] + elif (other_feature not in new_cell['categories'].keys() + or len(new_cell['categories'][other_feature]) == 0): + new_cell['categories'][other_feature] = [0, 1] else: if feature in cell['ranges'].keys(): new_cell['ranges'][feature] = cell['ranges'][feature] @@ -813,6 +870,7 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM min_dist = dist min = i i = i + 1 + # since this is an actual row from the data, correct one-hot encoding is already guaranteed row = match_rows.iloc[min] for feature in cell['ranges'].keys(): cell['representative'][feature] = row[feature] @@ -861,6 +919,7 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM new_dtypes = {} for t in dtypes.keys(): new_dtypes[t] = pd.Series(dtype=dtypes[t].name) + dtypes[t] = dtypes[t].name representatives = pd.DataFrame(new_dtypes) # empty except for columns original_data_generalized = pd.DataFrame(original_data, columns=self._features, copy=True) @@ -891,6 +950,7 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM replace = pd.DataFrame(replace, indexes, columns=self._features) original_data_generalized.loc[indexes, representatives.columns.tolist()] = replace + original_data_generalized = original_data_generalized.astype(dtype=dtypes) return original_data_generalized def _generalize(self, data, data_prepared, nodes): @@ -1024,7 +1084,7 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM current_accuracy): new_cells = copy.deepcopy(self.cells) cells_by_id = copy.deepcopy(self._cells_by_id) - GeneralizeToRepresentative._remove_feature_from_cells(new_cells, cells_by_id, feature) + self._remove_feature_from_cells(new_cells, cells_by_id, feature) generalized = self._generalize_from_tree(original_data, prepared_data, nodes, new_cells, cells_by_id) accuracy = self._calculate_accuracy(generalized, labels, self.estimator, self.encoder) @@ -1050,17 +1110,31 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM # categorical - use most common value old_category_representatives = category_representatives category_representatives = {} + done = set() for feature in self._generalizations['categories']: - category_representatives[feature] = [] - for g_index, group in enumerate(self._generalizations['categories'][feature]): - indexes = [i for i, s in enumerate(sample_indexes) if s[feature] == g_index] - if indexes: - rows = samples.iloc[indexes] - values = rows[feature] - category = Counter(values).most_common(1)[0][0] - category_representatives[feature].append(category) - else: - category_representatives[feature].append(old_category_representatives[feature][g_index]) + if feature not in done: + category_representatives[feature] = [] + for g_index, group in enumerate(self._generalizations['categories'][feature]): + indexes = [i for i, s in enumerate(sample_indexes) if s[feature] == g_index] + if indexes: + rows = samples.iloc[indexes] + if feature in self.all_one_hot_features: + other_features, encoded = self._get_other_features_in_encoding(feature, + self.feature_slices) + values = rows.loc[:, encoded].to_numpy() + unique_rows, counts = np.unique(values, axis=0, return_counts=True) + rep = unique_rows[np.argmax(counts)] + for i, e in enumerate(encoded): + done.add(e) + if e not in category_representatives.keys(): + category_representatives[e] = [] + category_representatives[e].append(rep[i]) + else: + values = rows[feature] + category = Counter(values).most_common(1)[0][0] + category_representatives[feature].append(category) + else: + category_representatives[feature].append(old_category_representatives[feature][g_index]) # numerical - use actual value closest to mean old_range_representatives = range_representatives @@ -1169,35 +1243,55 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM range_representatives[feature].append(prev_value + 1) return ranges, range_representatives - @staticmethod - def _calculate_categories(cells): + def _calculate_categories(self, cells): categories = {} category_representatives = {} categorical_features_values = GeneralizeToRepresentative._calculate_categorical_features_values(cells) + assigned_features = set() for feature in categorical_features_values.keys(): partitions = [] category_representatives[feature] = [] values = categorical_features_values[feature] - assigned = [] + assigned_values = set() for i in range(len(values)): value1 = values[i] - if value1 in assigned: + if value1 in assigned_values: continue partition = [value1] - assigned.append(value1) + assigned_values.add(value1) for j in range(len(values)): if j <= i: continue value2 = values[j] if GeneralizeToRepresentative._are_inseparable(cells, feature, value1, value2): partition.append(value2) - assigned.append(value2) + assigned_values.add(value2) partitions.append(partition) # default representative values (computed with no data) - category_representatives[feature].append(partition[0]) # random + # for 1-hot encoded features, the first encountered feature will get the value 1 and the rest 0 + if len(partition) > 1 and feature in self.all_one_hot_features: + other_features, _ = self._get_other_features_in_encoding(feature, self.feature_slices) + assigned = False + for other_feature in other_features: + if other_feature in assigned_features: + category_representatives[feature].append(0) + assigned = True + break + if not assigned: + category_representatives[feature].append(1) + assigned_features.add(feature) + else: + category_representatives[feature].append(partition[0]) # random categories[feature] = partitions return categories, category_representatives + @staticmethod + def _get_other_features_in_encoding(feature, feature_slices): + for encoded in feature_slices: + if feature in encoded: + return (list(set(encoded) - {feature})), encoded + return [], [] + @staticmethod def _calculate_categorical_features_values(cells): categorical_features_values = {} @@ -1229,16 +1323,25 @@ class GeneralizeToRepresentative(BaseEstimator, MetaEstimatorMixin, TransformerM untouched = untouched.intersection(*untouched_lists) return list(untouched) + def _remove_feature_from_cells(self, cells, cells_by_id, feature): + if feature in self.all_one_hot_features: + for encoded in self.feature_slices: + if feature in encoded: + self._remove_feature_from_cells_internal(cells, cells_by_id, encoded) + else: + self._remove_feature_from_cells_internal(cells, cells_by_id, [feature]) + @staticmethod - def _remove_feature_from_cells(cells, cells_by_id, feature): + def _remove_feature_from_cells_internal(cells, cells_by_id, features): for cell in cells: if 'untouched' not in cell: cell['untouched'] = [] - if feature in cell['ranges'].keys(): - del cell['ranges'][feature] - elif feature in cell['categories'].keys(): - del cell['categories'][feature] - cell['untouched'].append(feature) + for feature in features: + if feature in cell['ranges'].keys(): + del cell['ranges'][feature] + elif feature in cell['categories'].keys(): + del cell['categories'][feature] + cell['untouched'].append(feature) cells_by_id[cell['id']] = cell.copy() @staticmethod diff --git a/notebooks/anonymization_one_hot_adult.ipynb b/notebooks/anonymization_one_hot_adult.ipynb index dd6352e..512f94c 100644 --- a/notebooks/anonymization_one_hot_adult.ipynb +++ b/notebooks/anonymization_one_hot_adult.ipynb @@ -11,7 +11,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In this tutorial we will show how to anonymize models using the ML anonymization module, specifically when the inout data is already one-hot encoded. \n", + "In this tutorial we will show how to anonymize models using the ML anonymization module, specifically when the input data is already one-hot encoded. \n", "\n", "This will be demonstarted using the Adult dataset (original dataset can be found here: https://archive.ics.uci.edu/ml/datasets/adult). " ] @@ -25,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 29, "metadata": {}, "outputs": [ { @@ -81,7 +81,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 30, "metadata": {}, "outputs": [ { @@ -123,14 +123,14 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Base model accuracy: 0.814446287083103\n" + "Base model accuracy: 0.8143234445058657\n" ] }, { @@ -168,7 +168,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 32, "metadata": {}, "outputs": [ { @@ -194,14 +194,14 @@ "# QI = (race, sex)\n", "QI = [53, 52, 51, 50, 49, 48, 47]\n", "QI_slices = [[47, 48, 49, 50, 51], [52, 53]]\n", - "anonymizer = Anonymize(100, QI)\n", + "anonymizer = Anonymize(100, QI, quasi_identifer_slices=QI_slices)\n", "anon = anonymizer.anonymize(ArrayDataset(x_train, x_train_predictions))\n", "print(anon)" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -210,7 +210,7 @@ "2711" ] }, - "execution_count": 26, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } @@ -222,7 +222,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -231,7 +231,7 @@ "2476" ] }, - "execution_count": 27, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } @@ -250,14 +250,14 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Anonymized model accuracy: 0.8135863890424421\n" + "Anonymized model accuracy: 0.8124808058473066\n" ] }, { diff --git a/notebooks/minimization_one_hot_adult.ipynb b/notebooks/minimization_one_hot_adult.ipynb new file mode 100644 index 0000000..387dc84 --- /dev/null +++ b/notebooks/minimization_one_hot_adult.ipynb @@ -0,0 +1,26325 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Applying data minimization to one-hot encoded data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this tutorial we will show how to perform data minimization for ML models using the minimization module, specifically when the input data is already one-hot encoded. \n", + "\n", + "This will be demonstarted using the Adult dataset (original dataset can be found here: https://archive.ics.uci.edu/ml/datasets/adult). " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load data" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[['State-gov' 'Never-married' 'Adm-clerical' ... 'White' 'Male'\n", + " 'UnitedStates']\n", + " ['Self-emp-not-inc' 'Married-civ-spouse' 'Exec-managerial' ... 'White'\n", + " 'Male' 'UnitedStates']\n", + " ['Private' 'Divorced' 'Handlers-cleaners' ... 'White' 'Male'\n", + " 'UnitedStates']\n", + " ...\n", + " ['Private' 'Never-married' 'Sales' ... 'White' 'Female' 'UnitedStates']\n", + " ['Private' 'Never-married' 'Craft-repair' ... 'White' 'Male'\n", + " 'UnitedStates']\n", + " ['Private' 'Never-married' 'Handlers-cleaners' ... 'White' 'Male'\n", + " 'UnitedStates']]\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "\n", + "import os\n", + "import sys\n", + "sys.path.insert(0, os.path.abspath('..'))\n", + "from apt.utils.dataset_utils import get_adult_dataset_pd\n", + "\n", + "# 'workclass', 'marital-status', 'occupation', 'relationship', 'race', 'sex', 'native-country'\n", + "categorical_features = [1, 3, 4, 5, 6, 7, 11]\n", + "\n", + "# requires a folder called 'datasets' in the current directory\n", + "(x_train, y_train), (x_test, y_test) = get_adult_dataset_pd()\n", + "x_train = x_train.to_numpy()[:, [1, 3, 4, 5, 6, 7, 11]]\n", + "y_train = y_train.to_numpy().astype(int)\n", + "x_test = x_test.to_numpy()[:, [1, 3, 4, 5, 6, 7, 11]]\n", + "y_test = y_test.to_numpy().astype(int)\n", + "\n", + "# get balanced dataset\n", + "x_train = x_train[:x_test.shape[0]]\n", + "y_train = y_train[:y_test.shape[0]]\n", + "\n", + "print(x_train)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0 0 0 ... 0 1 0]\n", + " [0 0 0 ... 0 1 0]\n", + " [0 0 0 ... 0 1 0]\n", + " ...\n", + " [0 0 0 ... 0 1 0]\n", + " [0 0 0 ... 0 1 0]\n", + " [0 0 0 ... 0 1 0]]\n" + ] + } + ], + "source": [ + "from sklearn.preprocessing import OneHotEncoder\n", + "import scipy\n", + "\n", + "preprocessor = OneHotEncoder(handle_unknown=\"ignore\")\n", + "\n", + "x_train = preprocessor.fit_transform(x_train)\n", + "x_test = preprocessor.transform(x_test)\n", + "if scipy.sparse.issparse(x_train):\n", + " x_train = x_train.toarray().astype(int)\n", + "if scipy.sparse.issparse(x_test):\n", + " x_test = x_test.toarray().astype(int)\n", + "\n", + "print(x_train)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Train decision tree model" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Base model accuracy: 0.8145077083717216\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/utils/deprecation.py:103: FutureWarning: The attribute `n_features_` is deprecated in 1.0 and will be removed in 1.2. Use `n_features_in_` instead.\n", + " warnings.warn(msg, category=FutureWarning)\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/utils/deprecation.py:103: FutureWarning: The attribute `n_features_` is deprecated in 1.0 and will be removed in 1.2. Use `n_features_in_` instead.\n", + " warnings.warn(msg, category=FutureWarning)\n" + ] + } + ], + "source": [ + "import os\n", + "import sys\n", + "sys.path.insert(0, os.path.abspath('..'))\n", + "\n", + "from apt.utils.datasets import ArrayDataset\n", + "from apt.utils.models import SklearnClassifier, ModelOutputType\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "\n", + "base_est = DecisionTreeClassifier()\n", + "model = SklearnClassifier(base_est, ModelOutputType.CLASSIFIER_PROBABILITIES)\n", + "model.fit(ArrayDataset(x_train, y_train))\n", + "\n", + "print('Base model accuracy: ', model.score(ArrayDataset(x_test, y_test)))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run minimization\n", + "We will try to run minimization with different possible values of target accuracy (how close to the original model's accuracy we want to get, 1 being same accuracy as for original data)." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial accuracy of model on generalized data, relative to original model predictions (base generalization derived from tree, before improvements): 1.000000\n", + "Improving generalizations\n", + "Pruned tree to level: 1, new relative accuracy: 1.000000\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pruned tree to level: 2, new relative accuracy: 1.000000\n", + "Pruned tree to level: 3, new relative accuracy: 0.999360\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pruned tree to level: 4, new relative accuracy: 0.998081\n", + "Pruned tree to level: 5, new relative accuracy: 0.998081\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pruned tree to level: 6, new relative accuracy: 0.994242\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Desktop/Projects/mlPrivacy Projects/ai-privacy-toolkit/apt/minimization/minimizer.py:945: FutureWarning: In a future version, `df.iloc[:, i] = newvals` will attempt to set the values inplace instead of always setting a new array. To retain the old behavior, use either `df[df.columns[i]] = newvals` or, if columns are non-unique, `df.isetitem(i, newvals)`\n", + " original_data_generalized.loc[indexes, representatives.columns.tolist()] = replace\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "IOPub data rate exceeded.\n", + "The notebook server will temporarily stop sending output\n", + "to the client in order to avoid crashing it.\n", + "To change this limit, set the config variable\n", + "`--NotebookApp.iopub_data_rate_limit`.\n", + "\n", + "Current values:\n", + "NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)\n", + "NotebookApp.rate_limit_window=3.0 (secs)\n", + "\n" + ] + } + ], + "source": [ + "from apt.minimization import GeneralizeToRepresentative\n", + "from sklearn.model_selection import train_test_split\n", + "\n", + "\n", + "# features to minimize = (race, sex)\n", + "QI = [53, 52, 51, 50, 49, 48, 47]\n", + "QI_slices = [[47, 48, 49, 50, 51], [52, 53]]\n", + "\n", + "minimizer = GeneralizeToRepresentative(model, target_accuracy=0.99, features_to_minimize=QI, feature_slices=QI_slices)\n", + "\n", + "# Fitting the minimizar can be done either on training or test data. Doing it with test data is better as the \n", + "# resulting accuracy on test data will be closer to the desired target accuracy (when working with training \n", + "# data it could result in a larger gap)\n", + "# Don't forget to leave a hold-out set for final validation!\n", + "X_generalizer_train, x_test, y_generalizer_train, y_test = train_test_split(x_test, y_test, stratify=y_test,\n", + " test_size = 0.4, random_state = 38)\n", + "x_train_predictions = model.predict(ArrayDataset(X_generalizer_train))\n", + "if x_train_predictions.shape[1] > 1:\n", + " x_train_predictions = np.argmax(x_train_predictions, axis=1)\n", + "minimizer.fit(dataset=ArrayDataset(X_generalizer_train, x_train_predictions))\n", + "transformed = minimizer.transform(dataset=ArrayDataset(x_test))\n", + "\n", + "print('Accuracy on minimized data: ', model.score(ArrayDataset(transformed, y_test)))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Let's see what features were generalized" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'ranges': {}, 'categories': {'53': [[0, 1]], '52': [[0, 1]]}, 'untouched': ['24', '41', '13', '18', '7', '10', '14', '11', '31', '33', '28', '12', '5', '17', '44', '8', '0', '20', '19', '46', '21', '38', '25', '42', '34', '45', '35', '3', '4', '2', '1', '39', '37', '6', '9', '36', '27', '30', '26', '15', '29', '16', '23', '40', '43', '22', '32', '51', '48', '49', '47', '50'], 'category_representatives': {'53': [0], '52': [1]}, 'range_representatives': {}}\n" + ] + } + ], + "source": [ + "generalizations = minimizer.generalizations\n", + "print(generalizations)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/tests/test_minimizer.py b/tests/test_minimizer.py index ca34fbd..f402453 100644 --- a/tests/test_minimizer.py +++ b/tests/test_minimizer.py @@ -181,8 +181,8 @@ def compare_generalizations(gener, expected_generalizations): == set(gener['range_representatives'][key])) if 'category_representatives' in expected_generalizations: for key in expected_generalizations['category_representatives']: - assert (set([frozenset(sl) for sl in expected_generalizations['category_representatives'][key]]) - == set([frozenset(sl) for sl in gener['category_representatives'][key]])) + assert (set(expected_generalizations['category_representatives'][key]) + == set(gener['category_representatives'][key])) def check_features(features, expected_generalizations, transformed, x, pandas=False): @@ -200,9 +200,9 @@ def check_features(features, expected_generalizations, transformed, x, pandas=Fa if features[i] in modified_features: indexes.append(i) if len(indexes) != transformed.shape[1]: - assert ((np.delete(transformed, indexes, axis=1) == np.delete(x, indexes, axis=1)).all()) + assert (np.array_equal(np.delete(transformed, indexes, axis=1), np.delete(x, indexes, axis=1))) if len(expected_generalizations['ranges'].keys()) > 0 or len(expected_generalizations['categories'].keys()) > 0: - assert (((transformed[indexes]) != (x[indexes])).any()) + assert (not np.array_equal(transformed[:, indexes], x[:, indexes])) def check_ncp(ncp, expected_generalizations): @@ -920,6 +920,233 @@ def test_BaseEstimator_regression(diabetes_dataset): assert ((rel_accuracy >= target_accuracy) or (target_accuracy - rel_accuracy) <= ACCURACY_DIFF) +def test_minimizer_ndarray_one_hot(): + x_train = np.array([[23, 0, 1, 165], + [45, 0, 1, 158], + [56, 1, 0, 123], + [67, 0, 1, 154], + [45, 1, 0, 149], + [42, 1, 0, 166], + [73, 0, 1, 172], + [94, 0, 1, 168], + [69, 0, 1, 175], + [24, 1, 0, 181], + [18, 1, 0, 190]]) + y_train = np.array([1, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0]) + + model = DecisionTreeClassifier() + model.fit(x_train, y_train) + predictions = model.predict(x_train) + + features = ['0', '1', '2', '3'] + QI = [0, 1, 2] + QI_slices = [[1, 2]] + target_accuracy = 0.7 + gen = GeneralizeToRepresentative(model, target_accuracy=target_accuracy, feature_slices=QI_slices, + features_to_minimize=QI) + gen.fit(dataset=ArrayDataset(x_train, predictions)) + transformed = gen.transform(dataset=ArrayDataset(x_train)) + gener = gen.generalizations + expected_generalizations = {'categories': {}, 'category_representatives': {}, + 'range_representatives': {'0': [34.5]}, + 'ranges': {'0': [34.5]}, 'untouched': ['3', '1', '2']} + + compare_generalizations(gener, expected_generalizations) + + check_features(features, expected_generalizations, transformed, x_train) + ncp = gen.ncp.transform_score + check_ncp(ncp, expected_generalizations) + + rel_accuracy = model.score(transformed, predictions) + assert ((rel_accuracy >= target_accuracy) or (target_accuracy - rel_accuracy) <= ACCURACY_DIFF) + transformed_slice = transformed[:, QI_slices[0]] + assert ((np.sum(transformed_slice, axis=1) == 1).all()) + assert ((np.max(transformed_slice, axis=1) == 1).all()) + assert ((np.min(transformed_slice, axis=1) == 0).all()) + + +def test_minimizer_ndarray_one_hot_gen(): + x_train = np.array([[23, 0, 1, 165], + [45, 0, 1, 158], + [56, 1, 0, 123], + [67, 0, 1, 154], + [45, 1, 0, 149], + [42, 1, 0, 166], + [73, 0, 1, 172], + [94, 0, 1, 168], + [69, 0, 1, 175], + [24, 1, 0, 181], + [18, 1, 0, 190]]) + y_train = np.array([1, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0]) + + model = DecisionTreeClassifier() + model.fit(x_train, y_train) + predictions = model.predict(x_train) + + features = ['0', '1', '2', '3'] + QI = [0, 1, 2] + QI_slices = [[1, 2]] + target_accuracy = 0.2 + gen = GeneralizeToRepresentative(model, target_accuracy=target_accuracy, feature_slices=QI_slices, + features_to_minimize=QI) + gen.fit(dataset=ArrayDataset(x_train, predictions)) + transformed = gen.transform(dataset=ArrayDataset(x_train)) + gener = gen.generalizations + expected_generalizations = {'categories': {'1': [[0, 1]], '2': [[0, 1]]}, + 'category_representatives': {'1': [0], '2': [1]}, + 'range_representatives': {'0': []}, 'ranges': {'0': []}, 'untouched': ['3']} + + compare_generalizations(gener, expected_generalizations) + + check_features(features, expected_generalizations, transformed, x_train) + ncp = gen.ncp.transform_score + check_ncp(ncp, expected_generalizations) + + rel_accuracy = model.score(transformed, predictions) + assert ((rel_accuracy >= target_accuracy) or (target_accuracy - rel_accuracy) <= ACCURACY_DIFF) + transformed_slice = transformed[:, QI_slices[0]] + assert ((np.sum(transformed_slice, axis=1) == 1).all()) + assert ((np.max(transformed_slice, axis=1) == 1).all()) + assert ((np.min(transformed_slice, axis=1) == 0).all()) + + +def test_minimizer_ndarray_one_hot_multi(): + x_train = np.array([[23, 0, 1, 0, 0, 1, 165], + [45, 0, 1, 0, 0, 1, 158], + [56, 1, 0, 0, 0, 1, 123], + [67, 0, 1, 1, 0, 0, 154], + [45, 1, 0, 1, 0, 0, 149], + [42, 1, 0, 1, 0, 0, 166], + [73, 0, 1, 0, 0, 1, 172], + [94, 0, 1, 0, 1, 0, 168], + [69, 0, 1, 0, 1, 0, 175], + [24, 1, 0, 0, 1, 0, 181], + [18, 1, 0, 0, 0, 1, 190]]) + y_train = np.array([1, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0]) + + model = DecisionTreeClassifier() + model.fit(x_train, y_train) + predictions = model.predict(x_train) + + features = ['0', '1', '2', '3', '4', '5', '6'] + QI = [0, 1, 2, 3, 4, 5] + QI_slices = [[1, 2], [3, 4, 5]] + target_accuracy = 0.2 + gen = GeneralizeToRepresentative(model, target_accuracy=target_accuracy, feature_slices=QI_slices, + features_to_minimize=QI) + gen.fit(dataset=ArrayDataset(x_train, predictions)) + transformed = gen.transform(dataset=ArrayDataset(x_train)) + gener = gen.generalizations + expected_generalizations = {'categories': + {'1': [[0, 1]], '2': [[0, 1]], '3': [[0, 1]], '4': [[0, 1]], '5': [[0, 1]]}, + 'category_representatives': {'1': [0], '2': [1], '3': [0], '4': [1], '5': [0]}, + 'range_representatives': {'0': []}, 'ranges': {'0': []}, 'untouched': ['6']} + + compare_generalizations(gener, expected_generalizations) + + check_features(features, expected_generalizations, transformed, x_train) + ncp = gen.ncp.transform_score + check_ncp(ncp, expected_generalizations) + + rel_accuracy = model.score(transformed, predictions) + assert ((rel_accuracy >= target_accuracy) or (target_accuracy - rel_accuracy) <= ACCURACY_DIFF) + transformed_slice = transformed[:, QI_slices[0]] + assert ((np.sum(transformed_slice, axis=1) == 1).all()) + assert ((np.max(transformed_slice, axis=1) == 1).all()) + assert ((np.min(transformed_slice, axis=1) == 0).all()) + transformed_slice = transformed[:, QI_slices[1]] + assert ((np.sum(transformed_slice, axis=1) == 1).all()) + assert ((np.max(transformed_slice, axis=1) == 1).all()) + assert ((np.min(transformed_slice, axis=1) == 0).all()) + + +def test_minimizer_ndarray_one_hot_multi2(): + x_train = np.array([[0, 0, 1], + [0, 0, 1], + [0, 1, 0], + [0, 1, 0], + [1, 0, 0], + [1, 0, 0]]) + y_train = np.array([1, 1, 2, 2, 0, 0]) + + model = DecisionTreeClassifier() + model.fit(x_train, y_train) + predictions = model.predict(x_train) + + features = ['0', '1', '2'] + QI = [0, 1, 2] + QI_slices = [[0, 1, 2]] + target_accuracy = 0.2 + gen = GeneralizeToRepresentative(model, target_accuracy=target_accuracy, feature_slices=QI_slices, + features_to_minimize=QI) + gen.fit(dataset=ArrayDataset(x_train, predictions)) + transformed = gen.transform(dataset=ArrayDataset(x_train)) + gener = gen.generalizations + expected_generalizations = {'categories': {'0': [[0, 1]], '1': [[0, 1]], '2': [[0, 1]]}, + 'category_representatives': {'0': [0], '1': [0], '2': [1]}, 'range_representatives': {}, + 'ranges': {}, 'untouched': []} + + compare_generalizations(gener, expected_generalizations) + + check_features(features, expected_generalizations, transformed, x_train) + ncp = gen.ncp.transform_score + check_ncp(ncp, expected_generalizations) + + rel_accuracy = model.score(transformed, predictions) + assert ((rel_accuracy >= target_accuracy) or (target_accuracy - rel_accuracy) <= ACCURACY_DIFF) + transformed_slice = transformed[:, QI_slices[0]] + assert ((np.sum(transformed_slice, axis=1) == 1).all()) + assert ((np.max(transformed_slice, axis=1) == 1).all()) + assert ((np.min(transformed_slice, axis=1) == 0).all()) + + +def test_anonymize_pandas_one_hot(): + features = ["age", "gender_M", "gender_F", "height"] + x_train = np.array([[23, 0, 1, 165], + [45, 0, 1, 158], + [56, 1, 0, 123], + [67, 0, 1, 154], + [45, 1, 0, 149], + [42, 1, 0, 166], + [73, 0, 1, 172], + [94, 0, 1, 168], + [69, 0, 1, 175], + [24, 1, 0, 181], + [18, 1, 0, 190]]) + y_train = np.array([1, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0]) + x_train = pd.DataFrame(x_train, columns=features) + y_train = pd.Series(y_train) + + model = DecisionTreeClassifier() + model.fit(x_train, y_train) + predictions = model.predict(x_train) + + QI = ["age", "gender_M", "gender_F"] + QI_slices = [["gender_M", "gender_F"]] + target_accuracy = 0.7 + gen = GeneralizeToRepresentative(model, target_accuracy=target_accuracy, feature_slices=QI_slices, + features_to_minimize=QI) + gen.fit(dataset=ArrayDataset(x_train, predictions)) + transformed = gen.transform(dataset=ArrayDataset(x_train)) + gener = gen.generalizations + expected_generalizations = {'categories': {}, 'category_representatives': {}, + 'range_representatives': {'age': [34.5]}, + 'ranges': {'age': [34.5]}, 'untouched': ['height', 'gender_M', 'gender_F']} + + compare_generalizations(gener, expected_generalizations) + + check_features(features, expected_generalizations, transformed, x_train, True) + ncp = gen.ncp.transform_score + check_ncp(ncp, expected_generalizations) + + rel_accuracy = model.score(transformed, predictions) + assert ((rel_accuracy >= target_accuracy) or (target_accuracy - rel_accuracy) <= ACCURACY_DIFF) + transformed_slice = transformed.loc[:, QI_slices[0]] + assert ((np.sum(transformed_slice, axis=1) == 1).all()) + assert ((np.max(transformed_slice, axis=1) == 1).all()) + assert ((np.min(transformed_slice, axis=1) == 0).all()) + + def test_keras_model(): (x, y), (x_test, y_test) = get_iris_dataset_np()