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Fairness-aware Classification on Census Income KDD sex (test)

93.81Accuracy

FairSHAP

Updated 1mo ago

Evaluation Results

Method	Links
FairSHAP 2025.05		93.81	7.32	0.08	0.06	7.94	0	0.0003
RSA 2025.05		93.8	-	0.08	0.08	7.96	-	-
Baseline 2025.05		93.77	7.67	0.12	0.12	7.96	-	-
CR 2025.05		93.77	0	0.13	0.13	7.96	0.0007	0.979
DIR 2025.05		93.77	7.66	0.12	0.13	7.97	0.0001	0.0013