param,value
xgb__colsample_bytree,0.8363571772752967
xgb__learning_rate,0.013317565785571231
xgb__subsample,0.8763750952409863
xgb__reg_alpha,0.12903455808189
xgboost_version,2.1.4
xgb__reg_lambda,0.7615496435074871
xgb__n_estimators,347
sklearn_version,1.6.0
xgb__gamma,0.3387821809211412
xgb__max_depth,5
classification_threshold_recall,0.45
python_version,"3.12.3 (main, Aug 14 2025, 17:47:21) [GCC 13.3.0]"
xgb__min_child_weight,3