{ "dataset_shape": [ 4128, 20 ], "features": [ "Unnamed: 0", "Age", "TypeofContact", "CityTier", "DurationOfPitch", "Occupation", "Gender", "NumberOfPersonVisiting", "NumberOfFollowups", "ProductPitched", "PreferredPropertyStar", "MaritalStatus", "NumberOfTrips", "Passport", "PitchSatisfactionScore", "OwnCar", "NumberOfChildrenVisiting", "Designation", "MonthlyIncome" ], "target": "ProdTaken", "train_size": 3302, "test_size": 826, "class_distribution": { "train": { "0": 2664, "1": 638 }, "test": { "0": 667, "1": 159 } }, "categorical_features_encoded": [ "TypeofContact", "Occupation", "Gender", "ProductPitched", "MaritalStatus", "Designation" ], "numerical_features": [ "Unnamed: 0", "ProdTaken", "Age", "CityTier", "DurationOfPitch", "NumberOfPersonVisiting", "NumberOfFollowups", "PreferredPropertyStar", "NumberOfTrips", "Passport", "PitchSatisfactionScore", "OwnCar", "NumberOfChildrenVisiting", "MonthlyIncome" ] }