8000 Improve early stopping of HGBT for scorers passed as string · Issue #25974 · scikit-learn/scikit-learn · GitHub
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Improve early stopping of HGBT for scorers passed as string #25974
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@lorentzenchr

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@lorentzenchr

As @NicolasHug mentioned in #18659 (comment), HistGradientBoostingClassifier and HistGradientBoostingRegressor need to recompute the predictions during training if one passes a string or callable to scoring.
At least for strings, we could implement a shortcut and use the underlying metric similar to how we use the loss.

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