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{
"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"
]
} |