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Impute missing values after the train/test split #301

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kelly-sovacool opened this issue Oct 10, 2022 · 0 comments · May be fixed by #336
Open

Impute missing values after the train/test split #301

kelly-sovacool opened this issue Oct 10, 2022 · 0 comments · May be fixed by #336
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@megancoden @shah-priyal
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feature A new feature request or enhancement

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kelly-sovacool commented Oct 10, 2022 •
edited

Give users the option to do this before or after the train/test split to prevent potential for data leakage (see https://arxiv.org/pdf/2207.07048.pdf).

{mice} package may be useful.
@kelly-sovacool kelly-sovacool added the feature A new feature request or enhancement label Mar 22, 2023
@megancoden megancoden linked a pull request Apr 12, 2023 that will close this issue
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Added option to impute missing values during training megancoden/mikropml
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@kelly-sovacool @megancoden @shah-priyal