Classification on Crime Dataset (test)
0.13DDFWC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FWCepsilon=0.012023.11 | 0.13 | 0.83 | 0.22 | |
| Uniform Subsampling2023.11 | 0.14 | 0.78 | 0.26 | |
| FWCepsilon=0.052023.11 | 0.15 | 0.84 | 0.22 | |
| FWCepsilon=0.12023.11 | 0.16 | 0.85 | 0.22 | |
| Fairlet (K-Medoids)2023.11 | 0.24 | 0.86 | 0.38 | |
| K-Medoids2023.11 | 0.28 | 0.88 | 0.3 | |
| Fairlet (K-Means)2023.11 | 0.38 | 0.9 | 0.41 | |
| Ind. Fair. Cor.2023.11 | 0.39 | 0.88 | 0.4 | |
| K-Means2023.11 | 0.4 | 0.91 | 0.41 | |
| K-Median Cor.2023.11 | 0.45 | 0.91 | 0.46 |