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Fair-washing on ADULT (10% sample)
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0.54
Disparate Impact
Entropic_balanced
0.4256
0.4553
0.485
0.5147
Jul 28, 2025
Disparate Impact
Updated 1mo ago
Evaluation Results
Method
Method
Links
Disparate Impact
Entropic_balanced
Original Disparate Imp...
2025.07
0.54
MW(X, S, Y^)
Original Disparate Imp...
2025.07
0.54
Entropic_proportional
Original Disparate Imp...
2025.07
0.52
Replace(S, Y^)
Original Disparate Imp...
2025.07
0.5
Grad_proportional_1D-transport
Original Disparate Imp...
2025.07
0.49
Grad_proportional
Original Disparate Imp...
2025.07
0.47
Grad_balanced_1D-transport
Original Disparate Imp...
2025.07
0.44
Grad_balanced
Original Disparate Imp...
2025.07
0.43
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