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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
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