Fairness Evaluation on Bangladeshi Diabetes Dataset
-0.13Equal Opportunity (EO)PMiS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PMiSModel=Logistic Regression (LR), p=0.25, I=102026.06 | -0.13 | -0.01 | -0.26 | 0.99 | 0.05 | |
| PRSMPModel=Logistic Regression (LR), p=0.25, r=5, I=102026.06 | -0.1 | 0.34 | -0.06 | 1.9 | 0.01 | |
| PMiSModel=Logistic Regression (LR), p=0.25, I=52026.06 | -0.07 | 0.04 | -0.23 | 1.08 | 0.04 | |
| MixSwapModel=Logistic Regression (LR)2026.06 | -0.06 | 0.15 | 0.26 | 1.26 | 0.02 | |
| PMiSModel=Logistic Regression (LR), p=0.50, I=52026.06 | 0.01 | 0.25 | -0.1 | 1.62 | 0.01 | |
| PRSMPModel=Logistic Regression (LR), p=0.10, r=5, I=102026.06 | 0.03 | 0.42 | 0 | 2.22 | 0 | |
| DomSwapModel=Logistic Regression (LR)2026.06 | 0.07 | 0.29 | -0.07 | 1.75 | 0.01 | |
| BaselineModel=Logistic Regression (LR)2026.06 | 0.09 | 0.47 | 0.03 | 2.4 | 0 |