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doc/whats_new/upcoming_changes/sklearn.ensemble/31414.fix.rst
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-- :class:`ensemble.BaggingClassfier`, :class:`ensemble.BaggingRegressor`
+- :class:`ensemble.BaggingClassifier`, :class:`ensemble.BaggingRegressor`
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and :class:`ensemble.IsolationForest` now use `sample_weight` to draw
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the samples instead of forwarding them multiplied by a uniformly sampled
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mask to the underlying estimators. Furthermore, `max_samples` is now
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