8000 EHN Add max sample size when drawing bootstrap to forest ensembles (#… · scikit-learn/scikit-learn@746efb5 · GitHub
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EHN Add max sample size when drawing bootstrap to forest ensembles (#14682)
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‎doc/whats_new/v0.22.rst

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and :class:`ensemble.HistGradientBoostingRegressor` instead.
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:pr:`14907` by `Adrin Jalali`_.
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- |Enhancement| Addition of ``max_samples`` argument allows limiting
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size of bootstrap samples to be less than size of dataset. Added to
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:class:`ensemble.forest.ForestClassifier`,
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:class:`ensemble.forest.ForestRegressor`,
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:class:`ensemble.forest.RandomForestClassifier`,
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:class:`ensemble.forest.RandomForestRegressor`,
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:class:`ensemble.forest.ExtraTreesClassifier`,
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:class:`ensemble.forest.ExtraTreesRegressor`,
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:class:`ensemble.forest.RandomTreesEmbedding`. :pr:`14682` by
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:user:`Matt Hancock <notmatthancock>` and
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:pr:`5963` by :user:`Pablo Duboue <DrDub>`.
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:mod:`sklearn.feature_extraction`
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