Classification on Drug Dataset (test)
0.05DDFWC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FWCepsilon=0.012023.11 | 0.05 | 0.79 | 0.21 | |
| FWCepsilon=0.052023.11 | 0.06 | 0.8 | 0.21 | |
| Fairlet (K-Means)2023.11 | 0.06 | 0.8 | 0.21 | |
| FWCepsilon=0.12023.11 | 0.08 | 0.8 | 0.21 | |
| Fairlet (K-Medoids)2023.11 | 0.08 | 0.8 | 0.21 | |
| K-Medoids2023.11 | 0.12 | 0.8 | 0.23 | |
| Uniform Subsampling2023.11 | 0.14 | 0.78 | 0.26 | |
| K-Means2023.11 | 0.15 | 0.81 | 0.25 | |
| K-Median Cor.2023.11 | 0.16 | 0.76 | 0.29 | |
| Ind. Fair. Cor.2023.11 | 0.21 | 0.81 | 0.22 |