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visitwithus-wellness-model – AI Model by Shivani1223 | AlphaNeural AI
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visitwithus-wellness-model
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VisitWithUs — Wellness Package Purchase Predictor
Model repo:
visitwithus-wellness-model
Model type:
RandomForestClassifier inside sklearn Pipeline
Usage
Input features: ['Age', 'NumberOfPersonVisiting', 'PreferredPropertyStar', 'NumberOfTrips', 'MonthlyIncome', 'PitchSatisfactionScore', 'NumberOfFollowups', 'DurationOfPitch', 'NumberOfChildrenVisiting', 'TypeofContact', 'CityTier', 'Occupation', 'Gender', 'MaritalStatus', 'ProductPitched', 'Designation', 'Passport', 'OwnCar']
Output: probability (0-1) of purchase.
Metrics (on test set)
AUC: 0.9712
Limitations
Trained on historical data. Biased history may bias predictions.
Use as decision support; combine with business rules.
