| { | |
| "created_at": "2026-05-16T09:32:20.845581Z", | |
| "best_model_name": "AdaBoost", | |
| "target_column": "Engine_Condition", | |
| "feature_columns": [ | |
| "Engine_RPM", | |
| "Lub_Oil_Pressure", | |
| "Fuel_Pressure", | |
| "Coolant_Pressure", | |
| "Lub_Oil_Temperature", | |
| "Coolant_Temperature" | |
| ], | |
| "selection_metric": "f1", | |
| "best_model_metrics": { | |
| "model_name": "AdaBoost", | |
| "accuracy": 0.6304069618633222, | |
| "precision": 0.6304069618633222, | |
| "recall": 1.0, | |
| "f1": 0.7733124018838304, | |
| "roc_auc": 0.6764444808090487, | |
| "best_cv_f1": 0.7752141809940855 | |
| }, | |
| "best_params": { | |
| "model__n_estimators": 100, | |
| "model__learning_rate": 0.05 | |
| } | |
| } |