| { | |
| "cv_rmse": 1157.1346565946897, | |
| "rmse": 1600.05837632221, | |
| "mae": 1405.5687461646362, | |
| "mape": 27.069205177956633, | |
| "smape": 32.25248697544593, | |
| "best_model": "gbr", | |
| "best_params": { | |
| "model__n_estimators": 150, | |
| "model__max_depth": 3, | |
| "model__learning_rate": 0.05 | |
| } | |
| } |