{ "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 } }