Upload model_metadata.json with huggingface_hub
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model_metadata.json
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{
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"model_type": "XGBoost",
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"best_params": {
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"colsample_bytree": 0.5,
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"learning_rate": 0.2,
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"max_depth": 7,
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"n_estimators": 200,
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"reg_lambda": 1.5
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},
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"train_metrics": {
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"accuracy": 1.0,
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"recall": 1.0,
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"f1_score": 1.0,
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"roc_auc": 1.0
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},
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"test_metrics": {
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"accuracy": 0.9382566585956417,
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"recall": 0.7924528301886793,
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"f1_score": 0.8316831683168316,
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"roc_auc": 0.9682045769568046
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},
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"class_weight": 4.175548589341693,
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"features": [
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"Unnamed: 0",
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"Age",
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"TypeofContact",
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"CityTier",
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"DurationOfPitch",
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"Occupation",
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"Gender",
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"NumberOfPersonVisiting",
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"NumberOfFollowups",
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"ProductPitched",
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"PreferredPropertyStar",
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"MaritalStatus",
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"NumberOfTrips",
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"Passport",
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"PitchSatisfactionScore",
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"OwnCar",
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"NumberOfChildrenVisiting",
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"Designation",
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"MonthlyIncome"
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]
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}
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