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Fix how auc scores are calculated in PrecisionRecallCurve.plot
methods
#2437
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SkafteNicki
requested review from
Borda,
justusschock and
stancld
as code owners
March 7, 2024 07:10
Codecov Report
Additional details and impacted files@@ Coverage Diff @@
## master #2437 +/- ##
======================================
Coverage 69% 69%
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Files 307 307
Lines 17363 17363
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Hits 11961 11961
Misses 5402 5402 |
Borda
approved these changes
Mar 7, 2024
justusschock
approved these changes
Mar 15, 2024
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What does this PR do?
Fixes #2405
Because the scores for this metric is not in ascending order but descending the
direction
argument should be set to-1.0
when calculating the AUC. Additionally, adds a bit of description about how the value is calculated.Before submitting
PR review
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📚 Documentation preview 📚: https://torchmetrics--2437.org.readthedocs.build/en/2437/