| license: mit | |
| tags: [tourism, classification, mlops] | |
| # Tourism Package Prediction Model | |
| ## Best Model: Bagging | |
| **ROC-AUC**: 0.9571 | |
| ## Metrics | |
| - Accuracy: 0.9165 | |
| - Precision: 0.9167 | |
| - Recall: 0.6226 | |
| - F1-Score: 0.7416 | |
| ## Parameters | |
| { | |
| "max_samples": 1.0, | |
| "n_estimators": 100 | |
| } | |
| ## Usage | |
| ```python | |
| from huggingface_hub import hf_hub_download | |
| model = joblib.load(hf_hub_download("supreeth15/tourism-model", "best_model.pkl")) | |
| ``` | |
| Training Date: 2025-10-11 | |