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Fix cornercase of average precision #2507

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merged 5 commits into from
Apr 17, 2024
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@SkafteNicki SkafteNicki commented Apr 16, 2024

What does this PR do?

Fixes #2494
Make sure that our implementation matches sklearn implementation.

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📚 Documentation preview 📚: https://torchmetrics--2507.org.readthedocs.build/en/2507/

@SkafteNicki SkafteNicki added the bug / fix Something isn't working label Apr 16, 2024
@SkafteNicki SkafteNicki added this to the v1.3.x milestone Apr 16, 2024
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codecov bot commented Apr 16, 2024

Codecov Report

Merging #2507 (ede5853) into master (5259c22) will decrease coverage by 27%.
Report is 1 commits behind head on master.
The diff coverage is 50%.

Additional details and impacted files
@@           Coverage Diff            @@
##           master   #2507     +/-   ##
========================================
- Coverage      69%     41%    -27%     
========================================
  Files         307     307             
  Lines       17404   17414     +10     
========================================
- Hits        11989    7223   -4766     
- Misses       5415   10191   +4776     

…rve.py

Co-authored-by: Daniel Stancl <46073029+stancld@users.noreply.github.com>
@mergify mergify bot added the ready label Apr 16, 2024
@Borda Borda merged commit be39708 into master Apr 17, 2024
46 of 49 checks passed
@Borda Borda deleted the bugfix/average_precision_zero_input branch April 17, 2024 09:28
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Successfully merging this pull request may close these issues.

Behaviors of AUROC and Average Precision are inconsistent when all labels are equal
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