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Change default of robustify pipeline? #643

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mllg opened this issue Feb 4, 2022 · 1 comment
Open

Change default of robustify pipeline? #643

mllg opened this issue Feb 4, 2022 · 1 comment
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Status: Needs Discussion We still need to think about what the solution should look like

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@mllg
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mllg commented Feb 4, 2022

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. mlr-org/mlr3learners#230
@mb706 mb706 added the Status: Needs Discussion We still need to think about what the solution should look like label Mar 7, 2022
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mb706 commented Mar 7, 2022

We can discuss this, maybe we even want #572

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