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DOC Highlight differerence between SVC/R and LinearSVC/R#26825

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OmarManzoor merged 6 commits intoscikit-learn:mainfrom
StefanieSenger:doc_linearSVC
Aug 10, 2023
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DOC Highlight differerence between SVC/R and LinearSVC/R#26825
OmarManzoor merged 6 commits intoscikit-learn:mainfrom
StefanieSenger:doc_linearSVC

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@StefanieSenger StefanieSenger commented Jul 12, 2023

Reference Issues/PRs

Closes #26812

What does this implement/fix? Explain your changes.

This PR suggests a way to prevent confusion about similarities and differences between SVC / SCR and LinearSCV / LinearSCR, especially regarding the regularization of an intercept (that is implemented differently in the underlying libraries).

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github-actions bot commented Jul 12, 2023

✔️ Linting Passed

All linting checks passed. Your pull request is in excellent shape! ☀️

Generated for commit: 66a701c. Link to the linter CI: here

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@adrinjalali adrinjalali left a comment

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Thanks, LGTM other than some small points.

@adrinjalali adrinjalali added the Waiting for Second Reviewer First reviewer is done, need a second one! label Jul 31, 2023
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Just nitpicks regarding double backticks.

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FWIW, I think double backticks should stay double backtics. I'm happy not to force a double backtick, but I don't think we should convert existing double backtics to single ones 😁

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LGTM. Thanks @StefanieSenger

@OmarManzoor OmarManzoor merged commit 94a0b4c into scikit-learn:main Aug 10, 2023
TamaraAtanasoska pushed a commit to TamaraAtanasoska/scikit-learn that referenced this pull request Aug 21, 2023
@StefanieSenger StefanieSenger deleted the doc_linearSVC branch August 23, 2023 11:24
glemaitre pushed a commit to glemaitre/scikit-learn that referenced this pull request Sep 18, 2023
REDVM pushed a commit to REDVM/scikit-learn that referenced this pull request Nov 16, 2023
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Clarify the differences between LinearSVC and SVC

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