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wellness-package-predictor
MonicaLenin/wellness-package-predictor
wellness-package-predictor is a machine learning model from MonicaLenin. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is a tuned Random Forest Classifier that predicts whether a customer will purchase the Wellness Tourism package (ProdTaken) based on demographic and interaction features.
Access
Public
Updated Dec 7, 2025
Repo size
17.7 MB
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Repo makeup
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.pkl17.7 MB · 100%
At a glance
- Access
- Public
- Created
- Dec 7, 2025
- Updated
- Dec 7, 2025
- SHA
- e0cb0fd1
Model card
From the Hugging Face model README
Wellness Tourism Purchase Predictor (Random Forest)
This is a tuned Random Forest Classifier that predicts whether a customer will
purchase the Wellness Tourism package (ProdTaken) based on demographic and
interaction features.
Model
- Random Forest Classifier
- Tuned with GridSearchCV (ROC-AUC scoring)
- Best parameters: {'rf__max_depth': None, 'rf__min_samples_split': 2, 'rf__n_estimators': 200}
Evaluation
- Test ROC-AUC: 0.9680
Author
- Monica Lenin
- Created
- Dec 7, 2025
- Updated
- Dec 7, 2025