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Add EqualizedOddsImprovement metric #775

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@fealho fealho commented Jun 17, 2025

CU-86b5ayqd6, Resolve #772

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codecov bot commented Jun 17, 2025

Codecov Report

Attention: Patch coverage is 96.87500% with 5 lines in your changes missing coverage. Please review.

Project coverage is 95.65%. Comparing base (48e7ee5) to head (85aadc3).

Files with missing lines Patch % Lines
sdmetrics/single_table/equalized_odds.py 95.57% 5 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main     #775      +/-   ##
==========================================
+ Coverage   95.64%   95.65%   +0.01%     
==========================================
  Files         115      117       +2     
  Lines        4590     4722     +132     
==========================================
+ Hits         4390     4517     +127     
- Misses        200      205       +5     
Flag Coverage Δ
integration 80.89% <93.75%> (+0.52%) ⬆️
unit 82.59% <40.62%> (-1.57%) ⬇️

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@fealho fealho force-pushed the issue-772-equalized-odds branch from f1b03c4 to d78f4f8 Compare June 18, 2025 21:55
@fealho fealho force-pushed the issue-772-equalized-odds branch from d78f4f8 to 85aadc3 Compare June 18, 2025 22:46
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Add a fairness metric that computes Equalized Odds
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