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.. _changes_0_8: | ||
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Version 0.8.0 (Under development) | ||
================================= | ||
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Changelog | ||
--------- | ||
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New features | ||
............ | ||
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- Add the the function | ||
:func:`imblearn.metrics.macro_averaged_mean_absolute_error` returning the | ||
average across class of the MAE. This metric is used in ordinal | ||
classification. | ||
:pr:`780` by :user:`Aurélien Massiot <AurelienMassiot>`. | ||
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Enhancements | ||
............ | ||
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- Add option `output_dict` in | ||
:func:`imblearn.metrics.classification_report_imbalanced` to return a | ||
dictionary instead of a string. | ||
:pr:`770` by :user:`Guillaume Lemaitre <glemaitre>`. | ||
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- Added an option to generate smoothed bootstrap in | ||
:class:`imblearn.over_sampling.RandomOverSampler`. It is controls by the | ||
parameter `shrinkage`. This method is also known as Random Over-Sampling | ||
Examples (ROSE). | ||
:pr:`754` by :user:`Andrea Lorenzon <andrealorenzon>` and | ||
:user:`Guillaume Lemaitre <glemaitre>`. | ||
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Bug fixes | ||
......... | ||
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- Fix a bug in :class:`imblearn.under_sampling.ClusterCentroids` where | ||
`voting="hard"` could have lead to select a sample from any class instead of | ||
the targeted class. | ||
:pr:`769` by :user:`Guillaume Lemaitre <glemaitre>`. | ||
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- Fix a bug in :class:`imblearn.FunctionSampler` where validation was performed | ||
even with `validate=False` when calling `fit`. | ||
:pr:`790` by :user:`Guillaume Lemaitre <glemaitre>`. |
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# 'X.Y.dev0' is the canonical version of 'X.Y.dev' | ||
# | ||
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__version__ = "0.7.0" | ||
__version__ = "0.8.0.dev0" |
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