istefutor/tourism-purchase-model

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

{
  "accuracy": 0.8656174334140436,
  "precision": 0.6290322580645161,
  "recall": 0.7358490566037735,
  "f1": 0.6782608695652174,
  "roc_auc": 0.8921482654898967,
  "best_cv_f1": 0.6812321077389203
}