Fairness Evaluation on PPR (test)
4.26PPlightGBM
Evaluation Results
| Method | Links | |
|---|---|---|
| lightGBMSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 4.26 | |
| lightGBMSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 6.81 | |
| POAFSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 8.66 | |
| FairGBMSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 9.3 | |
| EPAF-CSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 9.47 | |
| BaggingSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 9.55 | |
| AdaFairSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 9.77 | |
| EPAF-DSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 9.91 | |
| BaggingSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 10.57 | |
| POAFSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 10.93 | |
| EPAF-CSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 10.97 | |
| FairGBMSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 11.22 | |
| EPAF-DSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 11.72 | |
| AdaFairSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 12.84 |