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Sets the correct prediction method (´predict_proba´) for binary outcomes in the PLR model.
Raises a Userwarning as this amounts to an additivite probability model.

Further, add exceptions if IV-type score is use with binary outcomes.

@SvenKlaassen SvenKlaassen self-assigned this Oct 20, 2025
@SvenKlaassen SvenKlaassen added the enhancement extension of existing feature label Oct 20, 2025
@SvenKlaassen SvenKlaassen added this to the Release 0.11.0 milestone Oct 20, 2025
@SvenKlaassen SvenKlaassen linked an issue Oct 20, 2025 that may be closed by this pull request
@SvenKlaassen SvenKlaassen marked this pull request as ready for review October 20, 2025 11:08
@SvenKlaassen SvenKlaassen requested review from JanTeichertKluge and Copilot and removed request for Copilot October 20, 2025 11:08
@SvenKlaassen SvenKlaassen merged commit a37e8ea into main Oct 20, 2025
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Add support for binary outcome in PLR

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