From 0e01e19e0cfe0d3f3f235c131dfc818eb46eff3b Mon Sep 17 00:00:00 2001 From: abigailt Date: Mon, 4 Dec 2023 08:52:31 -0500 Subject: [PATCH] Updated notebooks for one-hot encoded data Signed-off-by: abigailt --- notebooks/anonymization_one_hot_adult.ipynb | 26 +- notebooks/minimization_one_hot_adult.ipynb | 26325 ++++++++++++++++++ 2 files changed, 26338 insertions(+), 13 deletions(-) create mode 100644 notebooks/minimization_one_hot_adult.ipynb 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 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"/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n", + "/Users/abigailt/Library/Python/3.9/lib/python/site-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 +}