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model_meta.json
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{
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"target": "ProdTaken",
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"features": [
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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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"categorical_cols": [
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"TypeofContact",
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"Occupation",
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"Gender",
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"ProductPitched",
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"MaritalStatus",
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"Designation"
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],
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"numeric_cols": [
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"Age",
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"CityTier",
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"DurationOfPitch",
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"NumberOfPersonVisiting",
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"NumberOfFollowups",
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"PreferredPropertyStar",
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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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"MonthlyIncome"
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],
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"best_params": {
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"model__n_estimators": 200,
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"model__min_samples_split": 5,
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"model__min_samples_leaf": 2,
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"model__max_features": "log2",
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"model__max_depth": 20
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}
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}
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