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[MRG] ROSE#754

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hayesall merged 68 commits into
scikit-learn-contrib:masterfrom
andrealorenzon:ROSE
Sep 20, 2020
Merged

[MRG] ROSE#754
hayesall merged 68 commits into
scikit-learn-contrib:masterfrom
andrealorenzon:ROSE

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@andrealorenzon

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Reference Issue

N/A

What does this implement/fix? Explain your changes.

Implementation of ROSE over-sampler method

Any other comments?

N/A

@andrealorenzon

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Code should be ok. I have some issue with documentation build, though. Can anyone help me to give a direction, or tips about what's wrong?

@andrealorenzon andrealorenzon changed the title Rose [MRG] ROSE Sep 18, 2020
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andrealorenzon marked this pull request as draft September 18, 2020 10:06
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andrealorenzon marked this pull request as ready for review September 18, 2020 10:07
@hayesall
hayesall self-requested a review September 18, 2020 20:45
@hayesall hayesall self-assigned this Sep 18, 2020

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Looking really good!

A few final changes (see comments), then I think this will be good to merge.

Comment thread doc/bibtex/refs.bib
Comment thread doc/over_sampling.rst Outdated
Comment thread doc/over_sampling.rst Outdated
Comment thread doc/over_sampling.rst
Comment thread imblearn/over_sampling/_rose.py
Comment thread imblearn/over_sampling/_rose.py
Comment thread imblearn/over_sampling/tests/test_rose.py Outdated
Comment thread references.bib
Comment thread imblearn/over_sampling/tests/test_rose.py
Comment thread imblearn/over_sampling/_rose.py Outdated
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Can you also add a note to the "Enhancements" section for 0.7?

https://github.com/scikit-learn-contrib/imbalanced-learn/blob/master/doc/whats_new/v0.7.rst

@andrealorenzon

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Can you also add a note to the "Enhancements" section for 0.7?

https://github.com/scikit-learn-contrib/imbalanced-learn/blob/master/doc/whats_new/v0.7.rst

Sure.

- Added Random Over-Sampling Examples (ROSE) class.
  :pr:`745` by :user:`Andrea Lorenzon <andrealorenzon>`.

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See comments for the last few fixes.

Otherwise, LGTM!

Comment thread doc/whats_new/v0.7.rst Outdated
Comment thread imblearn/over_sampling/_rose.py Outdated
Comment thread imblearn/over_sampling/_rose.py Outdated
Comment thread references.bib Outdated
Comment thread doc/bibtex/refs.bib Outdated
@hayesall
hayesall merged commit 6e9eeff into scikit-learn-contrib:master Sep 20, 2020
andrealorenzon added a commit to andrealorenzon/imbalanced-learn that referenced this pull request Sep 28, 2020
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3 participants