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Pipeline Recipes
Four copy-paste recipes for tuning preprocessing and estimator hyperparameters jointly in a Pipeline.
| Recipe | Problem | Time |
|---|---|---|
| Preprocessing + Estimator Pipeline | Tune both together | 8 min |
| ColumnTransformer with Mixed Types | Numeric + categorical columns | 9 min |
| Imputer Strategy as a Hyperparameter | Search over imputation methods | 7 min |
| Polynomial Features Degree | Tune feature expansion | 6 min |
See Also
- All Recipes — full recipe index
- Classification Recipes — add a pipeline to any classifier recipe