Fairness Evaluation on Bangladeshi Diabetes Dataset (test)
-0.15Equal OpportunityPRSMP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PRSMPp=0.25, r=5, I=10, Model Architecture=NN2026.06 | -0.15 | 0.34 | -0.12 | 1.68 | 0 | |
| PMiSp=0.25, I=10, Model Architecture=NN2026.06 | -0.11 | 0.28 | -0.16 | 1.53 | 0 | |
| PMiSp=0.5, I=5, Model Architecture=NN2026.06 | -0.11 | 0.24 | -0.18 | 1.44 | 0 | |
| PRSMPp=0.1, r=5, I=10, Model Architecture=NN2026.06 | -0.09 | 0.42 | -0.07 | 1.91 | 0 | |
| DomSwapModel Architecture=NN2026.06 | -0.03 | 0.49 | -0.05 | 2.1 | 0 | |
| PMiSp=0.25, I=5, Model Architecture=NN2026.06 | -0.03 | 0.45 | -0.05 | 1.97 | 0 | |
| BaselineModel Architecture=NN2026.06 | 0 | 0.54 | 0 | 2.23 | 0 | |
| MixSwapModel Architecture=NN2026.06 | 0.01 | 0.45 | -0.05 | 1.97 | 0.01 |