Tourism Package Prediction Model
Fast-CI optimized training run.
Best Params
{ "xgbclassifier__subsample": 0.8, "xgbclassifier__n_estimators": 120, "xgbclassifier__max_depth": 4, "xgbclassifier__learning_rate": 0.1, "xgbclassifier__colsample_bytree": 1.0 }
Metrics
{ "train_accuracy": 0.91671714112659, "train_precision": 0.7112922002328289, "train_recall": 0.957680250783699, "train_f1_score": 0.8162992651970608, "test_accuracy": 0.8571428571428571, "test_precision": 0.5971563981042654, "test_recall": 0.7924528301886793, "test_f1_score": 0.6810810810810811 }