Fairness-aware Classification on EDA-Hand (5-fold cross-val)
0.389EO GapFedSRCVaR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FedSRCVaRSeed=1232024.04 | 0.389 | 64.5 | 0.27 | |
| FedSRCVaRSeed=123452024.04 | 0.391 | 69.5 | 0.99 | |
| KDSeed=1232024.04 | 0.393 | 73.5 | 0.83 | |
| KDSeed=123452024.04 | 0.417 | 71.8 | 0.75 | |
| CurvFedSeed=123452024.04 | 0.423 | 78.9 | 1.57 | |
| CurvFedSeed=1232024.04 | 0.43 | 80.5 | 0.9 | |
| FedSAMSeed=1232024.04 | 0.443 | 79.5 | 0.48 | |
| FedSWASeed=123452024.04 | 0.446 | 74.5 | 0.5 | |
| FedSWASeed=1232024.04 | 0.451 | 74 | 0.4 | |
| FedAvgSeed=1232024.04 | 0.453 | 77.4 | 0 | |
| FedAvgSeed=123452024.04 | 0.476 | 75.4 | 0 | |
| FedSAMSeed=123452024.04 | 0.476 | 77.5 | 0.28 |