| library_name: scikit-learn | |
| pipeline_tag: tabular-classification | |
| # Tourism Package Purchase Model | |
| XGBoost classification pipeline selected by five-fold stratified grid search using F1. | |
| The target represents historical general tourism package purchases. | |
| ## Test metrics | |
| ```json | |
| { | |
| "accuracy": 0.8656174334140436, | |
| "precision": 0.6290322580645161, | |
| "recall": 0.7358490566037735, | |
| "f1": 0.6782608695652174, | |
| "roc_auc": 0.8921482654898967, | |
| "best_cv_f1": 0.6812321077389203 | |
| } | |
| ``` | |