qolmat.imputations.preprocessing.make_pipeline_mixte_preprocessing¶
- qolmat.imputations.preprocessing.make_pipeline_mixte_preprocessing(scale_numerical: bool = False, avoid_new: bool = False) Pipeline[source]¶
Create a preprocessing pipeline managing mixed type data.
It does this by one hot encoding categorical data.
- Parameters
- scale_numericalbool, default=False
Whether to scale numerical features.
- avoid_newbool, default=False
Whether to forbid new numerical values.
- Returns
- preprocessorPipeline
Preprocessing pipeline