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Nov 19, 2019
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DOC effect and comparison to deal with imbalanced classification #648

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77d3dec
ENH Allows pandas series in/out
glemaitre Nov 17, 2019
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PEP8
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c4777f5
fix
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glemaitre Nov 17, 2019
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DOC effect and comparison to deal with imbalanced classification
glemaitre Nov 17, 2019
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glemaitre Nov 19, 2019
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Apply suggestions from code review
glemaitre Nov 19, 2019
db914bf
Update plot_impact_imbalanced_classes.py
glemaitre Nov 19, 2019
802cc44
increase n_jobs
glemaitre Nov 19, 2019
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Merge remote-tracking branch 'origin/master' into is/example_comparison
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DOC add conclusion
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typos
glemaitre Nov 19, 2019
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2 changes: 1 addition & 1 deletion doc/introduction.rst
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Expand Up @@ -34,7 +34,7 @@ The output will be of the following type:

* ``data_resampled``: array-like (2-D list, pandas.Dataframe, numpy.array) or
sparse matrices;
* ``targets_resampled``: 1-D numpy.array.
* ``targets_resampled``: 1-D numpy.array or pd.Series.

.. topic:: Sparse input

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3 changes: 2 additions & 1 deletion doc/whats_new/v0.6.rst
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Expand Up @@ -57,7 +57,8 @@ Enhancement
- :class:`imblearn.under_sampling.RandomUnderSampling`,
:class:`imblearn.over_sampling.RandomOverSampling`,
:class:`imblearn.datasets.make_imbalance` accepts Pandas DataFrame in and
will output Pandas DataFrame.
will output Pandas DataFrame. Similarly, it will accepts Pandas Series in and
will output Pandas Series.
:pr:`636` by :user:`Guillaume Lemaitre <glemaitre>`.

- :class:`imblearn.FunctionSampler` accepts a parameter ``validate`` allowing
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