| { | |
| "metrics": { | |
| "accuracy": 0.6606091630406962, | |
| "precision": 0.6621043627031651, | |
| "recall": 0.9427527405602923, | |
| "f1": 0.7778894472361809, | |
| "roc_auc": 0.6998016629496042 | |
| }, | |
| "best_params": { | |
| "model__subsample": 0.85, | |
| "model__reg_lambda": 0.5, | |
| "model__n_estimators": 150, | |
| "model__max_depth": 4, | |
| "model__learning_rate": 0.01, | |
| "model__colsample_bytree": 0.7 | |
| } | |
| } |