DOC Add note on bias induced by dropping categories in OneHotEncoder#16679
Merged
thomasjpfan merged 1 commit intoscikit-learn:masterfrom Mar 13, 2020
Merged
DOC Add note on bias induced by dropping categories in OneHotEncoder#16679thomasjpfan merged 1 commit intoscikit-learn:masterfrom
thomasjpfan merged 1 commit intoscikit-learn:masterfrom
Conversation
Member
Author
|
One could argue that most hyperparameters induce a bias but maybe this one would tend to be more overlooked than others by practitioners. |
ashutosh1919
pushed a commit
to ashutosh1919/scikit-learn
that referenced
this pull request
Mar 13, 2020
gio8tisu
pushed a commit
to gio8tisu/scikit-learn
that referenced
this pull request
May 15, 2020
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
3 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Small note on the use of drop in
OneHotEncoder.