| { | |
| "created_at": "2026-05-03T18:13:50.643217Z", | |
| "best_model_name": "AdaBoost", | |
| "target_column": "Engine_Condition", | |
| "feature_columns": [ | |
| "Engine_RPM", | |
| "Lub_Oil_Pressure", | |
| "Fuel_Pressure", | |
| "Coolant_Pressure", | |
| "Lub_Oil_Temperature", | |
| "Coolant_Temperature" | |
| ], | |
| "label_assumption": { | |
| "0": "normal_or_healthy", | |
| "1": "maintenance_or_faulty" | |
| }, | |
| "selection_metric": "f1", | |
| "best_model_metrics": { | |
| "model_name": "AdaBoost", | |
| "accuracy": 0.6511389813155875, | |
| "precision": 0.6484881209503239, | |
| "recall": 0.975233455136013, | |
| "f1": 0.7789849197340685, | |
| "roc_auc": 0.6811138646989292, | |
| "best_cv_f1": 0.775172466662594 | |
| }, | |
| "best_params": { | |
| "model__n_estimators": 200, | |
| "model__learning_rate": 0.03 | |
| } | |
| } |