model_meta.json

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