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README.md

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-# Tourism Prediction Model
+---
+language: en
+tags:
+- tourism
+- classification
+- customer-prediction
+license: apache-2.0
+---
 
-Best Model: XGBoost
-F1 Score: 0.8166
+# 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
+```python
+import pickle
+with open('model_artifacts.pkl', 'rb') as f:
+artifacts = pickle.load(f)
+model = artifacts['model']
+```

model_artifacts.pkl

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-size 380690
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+size 2921133