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Add CategoricalEncoder combining dedicated encoding of the most frequent values and target encoding for all values#2158

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Add CategoricalEncoder combining dedicated encoding of the most frequent values and target encoding for all values#2158
hafsaelibrahimi wants to merge 2 commits into
skrub-data:mainfrom
hafsaelibrahimi:my-branch-hafsa

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@hafsaelibrahimi

@hafsaelibrahimi hafsaelibrahimi commented Jun 10, 2026

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fixes #2065

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  • I have read the contributing guidelines
  • I have added tests that verify the bug fix
  • I have added an entry to CHANGES.rst describing the fix
  • My code follows the code style of this project
  • I have checked my code and corrected any misspellings

How Has This Been Tested?

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  • This PR contains AI-generated code
    • I have tested the code generated in my PR
    • I have read and understood every line that has been generated by the AI agent
    • I can explain what the AI-generated code does

@MarieSacksick MarieSacksick added the CFM sprint June 2026 For PRs opened during the CFM sprint in June 2026 label Jun 10, 2026
@jeromedockes jeromedockes changed the title My branch hafsa Add CategoricalEncoder combining dedicated encoding of the most frequent values and target encoding for all values Jun 11, 2026
@jeromedockes jeromedockes added the enhancement New feature or request label Jun 11, 2026
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CFM sprint June 2026 For PRs opened during the CFM sprint in June 2026 enhancement New feature or request

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Encoder that combines One-hot and target encoding

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