E531 DOC Give local recommendations about SimpleImputer in docstring by aperezlebel · Pull Request #23714 · scikit-learn/scikit-learn · GitHub
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Addresses task 3 of #21967

What does this implement/fix? Explain your changes.

Adapt the docstring of SimpleImputer to give local recommendations.

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@glemaitre glemaitre left a comment

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It might be worth adding here (and to other estimators) that adding the mask corresponding to the original missing values could be useful in practice if the missingness is informative.

aperezlebel and others added 3 commits June 23, 2022 18:13
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
aperezlebel added a commit to aperezlebel/scikit-learn that referenced this pull request Jun 23, 2022
@glemaitre glemaitre merged commit 9824d15 into scikit-learn:main Jul 27, 2022
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LGTM. I discarded the two suggestions pending. Thanks @aperezlebel

A78F

glemaitre added a commit to glemaitre/scikit-learn that referenced this pull request Aug 4, 2022
…it-learn#23714)

Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
glemaitre added a commit that referenced this pull request Aug 5, 2022
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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