| { |
| "task": "binary-classification", |
| "target": "Uber status (0=Cancelado, 1=Completado)", |
| "accuracy": 0.9549, |
| "auc_roc": 0.9893298457838143, |
| "classification_report": { |
| "0.0": { |
| "precision": 0.9959522164083325, |
| "recall": 0.8849122807017544, |
| "f1-score": 0.9371545357424869, |
| "support": 11400.0 |
| }, |
| "1.0": { |
| "precision": 0.9339741331588748, |
| "recall": 0.9977956989247312, |
| "f1-score": 0.9648306516596917, |
| "support": 18600.0 |
| }, |
| "accuracy": 0.9549, |
| "macro avg": { |
| "precision": 0.9649631747836036, |
| "recall": 0.9413539898132428, |
| "f1-score": 0.9509925937010892, |
| "support": 30000.0 |
| }, |
| "weighted avg": { |
| "precision": 0.9575258047936687, |
| "recall": 0.9549, |
| "f1-score": 0.954313727611154, |
| "support": 30000.0 |
| } |
| }, |
| "confusion_matrix": [ |
| [ |
| 10088, |
| 1312 |
| ], |
| [ |
| 41, |
| 18559 |
| ] |
| ], |
| "best_params": { |
| "max_depth": 15, |
| "max_features": "sqrt", |
| "min_samples_leaf": 4, |
| "min_samples_split": 2, |
| "n_estimators": 15 |
| } |
| } |
