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MNT refactor _rescale_data in linear models into _preprocess_data #31418

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@lorentzenchr lorentzenchr commented May 23, 2025

Reference Issues/PRs

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What does this implement/fix? Explain your changes.

Cleanup of some legacy maintenance burden which makes the code more readable - hopefully.

Any other comments?

The logic of computation should be identical - unless I made a mistake.
This should also make it easier to remove the X_scale - again a legacy burden left as # TODO.

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