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Fairness Evaluation on Bangladeshi Diabetes Dataset (test)
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-0.15
Equal Opportunity
PRSMP
-0.1564
-0.1132
-0.07
-0.0268
Jun 22, 2026
Equal Opportunity
Demographic Parity
Equal Odds
Disparate Impact
Theil Index
Updated 1mo ago
Evaluation Results
Method
Method
Links
Equal Opportunity
Demographic Parity
Equal Odds
Disparate Impact
Theil Index
PRSMP
p=0.25, r=5, I=10, Mod...
2026.06
-0.15
0.34
-0.12
1.68
0
PMiS
p=0.25, I=10, Model Ar...
2026.06
-0.11
0.28
-0.16
1.53
0
PMiS
p=0.5, I=5, Model Arch...
2026.06
-0.11
0.24
-0.18
1.44
0
PRSMP
p=0.1, r=5, I=10, Mode...
2026.06
-0.09
0.42
-0.07
1.91
0
DomSwap
Model Architecture=NN
2026.06
-0.03
0.49
-0.05
2.1
0
PMiS
p=0.25, I=5, Model Arc...
2026.06
-0.03
0.45
-0.05
1.97
0
Baseline
Model Architecture=NN
2026.06
0
0.54
0
2.23
0
MixSwap
Model Architecture=NN
2026.06
0.01
0.45
-0.05
1.97
0.01
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