dotnet / dotnet/machinelearning
Make MutualInformationFeatureSelection scores available
Open
area-Transforms
enhancement
Priority:2
- Dominant language
- C#
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- Avg merge
- 2d 20h
- Merged PRs (30d)
- 11
Description
Some scenarios, such as detecting label leakage and sorting features by their relationship with the label, are no longer possible now that the `MutualInformationFeatureSelectionUtils` class is `internal`. One solution would be to add an option to `MutualInformationFeatureSelection` return scores for each column. This could return a similar output to `FeatureContributionCalculator`.
From #2196
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