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Regression Recipes
Six copy-paste recipes for common regression hyperparameter tuning tasks.
| Recipe | Estimator | Time |
|---|---|---|
| Tune RandomForestRegressor | RandomForestRegressor | 8 min |
| Tune XGBRegressor | XGBRegressor | 8 min |
| Tune LGBMRegressor | LGBMRegressor | 8 min |
| Tune CatBoostRegressor | CatBoostRegressor | 9 min |
| Tune SGDRegressor | SGDRegressor | 5 min |
| Tune ElasticNet | ElasticNet | 6 min |
See Also
- All Recipes — full recipe index
- Classification Recipes — same patterns for classification tasks