Tourism Package Prediction Model
Model Description
This model predicts whether a customer will purchase the Wellness Tourism Package.
Best Model: Gradient Boosting
- F1 Score: 0.8522
- Accuracy: 0.9479
- Precision: 0.9394
- Recall: 0.7799
- ROC AUC: 0.9787
Best Parameters
{'learning_rate': 0.2, 'max_depth': 7, 'n_estimators': 200, 'subsample': 1.0}
Usage
import pickle
with open('model_artifacts.pkl', 'rb') as f:
artifacts = pickle.load(f)
model = artifacts['model']
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