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add ds agent's datasets

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Yizhou Chi 2024-09-09 13:47:59 +08:00
parent 9728b3a891
commit 72dd44ae32
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expo/datasets.yaml
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@ -151,3 +151,28 @@ datasets:
\ the target column `Class`.\nPerform data analysis, data preprocessing, feature\
\ engineering, and modeling to predict the target. \nReport f1 weighted on the\
\ eval data. Do not plot or make any visualizations.\n"
concrete-strength:
dataset: concrete-strength
metric: rmse
target_col: Strength
user_requirement: "This is a concrete-strength dataset. Your goal is to predict\
\ the target column `Strength`.\nPerform data analysis, data preprocessing,\
\ feature engineering, and modeling to predict the target. \nReport rmse on\
\ the eval data. Do not plot or make any visualizations.\n"
smoker-status:
dataset: smoker-status
metric: f1
target_col: smoking
user_requirement: "This is a smoker-status dataset. Your goal is to predict the\
\ target column `smoking`.\nPerform data analysis, data preprocessing, feature\
\ engineering, and modeling to predict the target. \nReport f1 on the eval data.\
\ Do not plot or make any visualizations.\n"
software-defects:
dataset: software-defects
metric: f1
target_col: defects
user_requirement: "This is a software-defects dataset. Your goal is to predict\
\ the target column `defects`.\nPerform data analysis, data preprocessing, feature\
\ engineering, and modeling to predict the target. \nReport f1 on the eval data.\
\ Do not plot or make any visualizations.\n"