Change default of robustify pipeline?

mlr-org / mlr3pipelines

Dataflow Programming for Machine Learning in R

https://mlr3pipelines.mlr-org.com/

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Change default of robustify pipeline? #643

Open mllg opened 2 years ago

mllg commented 2 years ago

The encoding is set to one-hot encoding per default. This results in colinear features, which many stats models do not like at all. Wouldn't treatment encoding be the better default?

C.f. https://github.com/mlr-org/mlr3learners/issues/230

mb706 commented 2 years ago

We can discuss this, maybe we even want https://github.com/mlr-org/mlr3pipelines/issues/572