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DOC move entries from 0.11.1 to 0.12.0
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glemaitre committed Jan 24, 2024
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32 changes: 0 additions & 32 deletions doc/whats_new/v0.11.rst
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.. _changes_0_11:

Version 0.11.1
==============

Changelog
---------

Bug fixes
.........

- Fix a bug in :class:`~imblearn.over_sampling.SMOTENC` where the entries of the
one-hot encoding should be divided by `sqrt(2)` and not `2`, taking into account that
they are plugged into an Euclidean distance computation.
:pr:`1014` by :user:`Guillaume Lemaitre <glemaitre>`.

- Raise an informative error message when all support vectors are tagged as noise in
:class:`~imblearn.over_sampling.SVMSMOTE`.
:pr:`1016` by :user:`Guillaume Lemaitre <glemaitre>`.

- Fix a bug in :class:`~imblearn.over_sampling.SMOTENC` where the median of standard
deviation of the continuous features was only computed on the minority class. Now,
we are computing this statistic for each class that is up-sampled.
:pr:`1015` by :user:`Guillaume Lemaitre <glemaitre>`.

- Fix a bug in :class:`~imblearn.over_sampling.SMOTENC` such that the case where
the median of standard deviation of the continuous features is null is handled
in the multiclass case as well.
:pr:`1015` by :user:`Guillaume Lemaitre <glemaitre>`.

- Fix a bug in :class:`~imblearn.over_sampling.BorderlineSMOTE` version 2 where samples
should be generated from the whole dataset and not only from the minority class.
:pr:`1023` by :user:`Guillaume Lemaitre <glemaitre>`.

Version 0.11.0
==============

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23 changes: 23 additions & 0 deletions doc/whats_new/v0.12.rst
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Expand Up @@ -13,6 +13,29 @@ Changelog
Bug fixes
.........

- Fix a bug in :class:`~imblearn.over_sampling.SMOTENC` where the entries of the
one-hot encoding should be divided by `sqrt(2)` and not `2`, taking into account that
they are plugged into an Euclidean distance computation.
:pr:`1014` by :user:`Guillaume Lemaitre <glemaitre>`.

- Raise an informative error message when all support vectors are tagged as noise in
:class:`~imblearn.over_sampling.SVMSMOTE`.
:pr:`1016` by :user:`Guillaume Lemaitre <glemaitre>`.

- Fix a bug in :class:`~imblearn.over_sampling.SMOTENC` where the median of standard
deviation of the continuous features was only computed on the minority class. Now,
we are computing this statistic for each class that is up-sampled.
:pr:`1015` by :user:`Guillaume Lemaitre <glemaitre>`.

- Fix a bug in :class:`~imblearn.over_sampling.SMOTENC` such that the case where
the median of standard deviation of the continuous features is null is handled
in the multiclass case as well.
:pr:`1015` by :user:`Guillaume Lemaitre <glemaitre>`.

- Fix a bug in :class:`~imblearn.over_sampling.BorderlineSMOTE` version 2 where samples
should be generated from the whole dataset and not only from the minority class.
:pr:`1023` by :user:`Guillaume Lemaitre <glemaitre>`.

- Fix a bug in :class:`~imblearn.under_sampling.NeighbourhoodCleaningRule` where the
`kind_sel="all"` was not working as explained in the literature.
:pr:`1012` by :user:`Guillaume Lemaitre <glemaitre>`.
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