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lines changed Original file line number Diff line number Diff line change @@ -12,21 +12,36 @@ Version 0.20.1
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This is a bug-fix release with some minor documentation improvements and
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enhancements to features released in 0.20.0.
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+ Changelog
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+ ---------
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+ :mod: `sklearn.cluster `
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+ ......................
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- |Efficiency | make :class: `cluster.MeanShift ` no longer try to do nested
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parallelism as the overhead would hurt performance significantly when
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``n_jobs > 1 ``.
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:issue: `12159 ` by :user: `Olivier Grisel <ogrisel> `.
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+ :mod: `sklearn.ensemble `
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+ .......................
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+
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- |Fix | Fixed a bug mostly affecting :class: `ensemble.RandomForestClassifier `
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where ``class_weight='balanced_subsample' `` failed with more than 32 classes.
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:issue: `12165 ` by `Joel Nothman `_.
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+ :mod: `sklearn.linear_model `
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+ ...........................
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+
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- |Fix | :func: `linear_model.SGDClassifier ` and variants
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with ``early_stopping=True `` would not use a consistent validation
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split in the multiclass case and this would cause a crash when using
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those estimators as part of parallel parameter search or cross-validation.
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:issue: `12122 ` by :user: `Olivier Grisel <ogrisel> `.
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+ :mod: `sklearn.neighbors `
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+ ........................
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+
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- |Fix | force the parallelism backend to :code: `threading ` for
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:class: `neighbors.KDTree ` and :class: `neighbors.BallTree ` in Python 2.7 to
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avoid pickling errors caused by the serialization of their methods.
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