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Turn on early stopping by default in HistGradientBoosting estimators #14503

@NicolasHug

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@NicolasHug

Following #14303, let's turn on early-stopping by default in HistGradientBoostingRegressor and HistGradientBoostingClassifier.

TODO:

  • change default
  • add small test
  • update tests that might fail due to default change
  • add short sentence in docstring indicating that early stopping is enabled by default.

Maybe @johannfaouzi would like to give it a try?

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    EasyWell-defined and straightforward way to resolve

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