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Published 20 hours ago • verified publisher icon Trusted-AI

Add Equalized Odds Postprocessing to Sklearn-Compatible Version

Open mnagired opened this issue 2 years ago • 1 comments

Implement Equalized Odds Postprocessing in the sklearn-compatible version of the toolkit.

For reference, see how Calibrated Equalized Odds Postprocessing is implemented currently in the sklearn-compat side of aif360.

mnagired avatar Sep 07 '22 01:09 mnagired

Need to investigate the difference with #379, possible duplicate. Should run tests to compare results with 'equalized_odds' version of ThresholdOptimizer.

I think we should prioritize the other issue first since it seems to be a superset of the functionality.

hoffmansc avatar Sep 16 '22 14:09 hoffmansc