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Fixes #12306

What does this implement/fix? Explain your changes.

As noted in #12306 (comment), I think it makes sense to improve the documentation here.

@thomasjpfan thomasjpfan added the Quick Review For PRs that are quick to review label Nov 30, 2022
@jjerphan jjerphan merged commit ba5f9e0 into scikit-learn:main Dec 1, 2022
glemaitre pushed a commit to glemaitre/scikit-learn that referenced this pull request Dec 21, 2022
jjerphan pushed a commit to jjerphan/scikit-learn that referenced this pull request Jan 20, 2023
jjerphan pushed a commit to jjerphan/scikit-learn that referenced this pull request Jan 20, 2023
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SimpleImputer to Crash on Constant Imputation with string value when dataset is encoded Numerically

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