Fairness-aware Classification on WIDAR Orientation (5-fold cross-validation)
0.374EO GapCurvFed
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CurvFedSeed=1232024.04 | 0.374 | 80.5 | 1.89 | |
| CurvFedSeed=123452024.04 | 0.384 | 81.2 | 1.96 | |
| FedSRCVaRSeed=123452024.04 | 0.427 | 72.9 | 0.17 | |
| FedSRCVaRSeed=1232024.04 | 0.433 | 74.7 | 0.01 | |
| KDSeed=1232024.04 | 0.443 | 84.6 | 0.96 | |
| FedSAMSeed=123452024.04 | 0.465 | 84.4 | 0.76 | |
| KDSeed=123452024.04 | 0.469 | 85.8 | 0.85 | |
| FedSAMSeed=1232024.04 | 0.478 | 83.3 | 0.11 | |
| FedAvgSeed=1232024.04 | 0.492 | 84.8 | 0 | |
| FedSWASeed=123452024.04 | 0.492 | 83.3 | 0.09 | |
| FedSWASeed=1232024.04 | 0.508 | 87.8 | 0.03 | |
| FedAvgSeed=123452024.04 | 0.513 | 86 | 0 |