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visitwithus-wellness-model
Shivani1223/visitwithus-wellness-model
visitwithus-wellness-model is a machine learning model from Shivani1223. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Model repo: visitwithus-wellness-model Model type: RandomForestClassifier inside sklearn Pipeline
Access
Public
Updated Oct 4, 2025
Repo size
14.9 MB
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Repo makeup
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.pkl14.9 MB · 100%
At a glance
- Access
- Public
- Created
- Oct 4, 2025
- Updated
- Oct 4, 2025
- SHA
- 0e1d62b3
Model card
From the Hugging Face model README
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.
- Created
- Oct 4, 2025
- Updated
- Oct 4, 2025