| { | |
| "best_model_name": "Tuned_GradientBoosting_Engineered", | |
| "feature_set": "Engineered", | |
| "test_accuracy": 0.6626567699001792, | |
| "test_precision": 0.6925664312142616, | |
| "test_recall": 0.8359723913926106, | |
| "test_f1": 0.7575423105224429, | |
| "test_roc_auc": 0.6972705740246506, | |
| "best_params": { | |
| "n_estimators": 150, | |
| "learning_rate": 0.04280175042965234, | |
| "max_depth": 4, | |
| "min_samples_split": 3, | |
| "min_samples_leaf": 4, | |
| "subsample": 0.7190613715078814 | |
| } | |
| } |