New metrics: Homogeneity, Completness, V-Measure #2053
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Additional details and impacted files@@ Coverage Diff @@
## master #2053 +/- ##
========================================
- Coverage 87% 37% -50%
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Files 289 291 +2
Lines 16128 16230 +102
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- Hits 14017 5968 -8049
- Misses 2111 10262 +8151 |
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src/torchmetrics/functional/clustering/homogeneity_completeness_v_measure.py
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Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
…s_v_measure.py Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
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Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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What does this PR do?
Fixes part of #2003
Added
homogeneity,completnessandv-measureall in one go as they are highly related.Before submitting
PR review
Anyone in the community is free to review the PR once the tests have passed.
If we didn't discuss your PR in Github issues there's a high chance it will not be merged.
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📚 Documentation preview 📚: https://torchmetrics--2053.org.readthedocs.build/en/2053/