Closed
Description
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.