Fairness Evaluation on PPVR (test)
53.24PPFairGBM
Evaluation results
| Method | Links | |
|---|---|---|
| FairGBMSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 53.24 | |
| lightGBMSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 52.7 | |
| lightGBMSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 32.18 | |
| FairGBMSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 32.18 | |
| POAFSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 28.7 | |
| POAFSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 22.38 | |
| BaggingSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 21.59 | |
| EPAF-DSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 21.38 | |
| AdaFairSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 21.34 | |
| EPAF-CSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 21.22 | |
| EPAF-CSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 18.99 | |
| EPAF-DSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 16.52 | |
| BaggingSensitive Attribute=race, Evaluation Protocol=five-fold cross-validation2023.01 | 16.18 | |
| AdaFairSensitive Attribute=sex, Evaluation Protocol=five-fold cross-validation2023.01 | 11.28 |