Classification on ppvr (test)
0.0633EOppAdaFair
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AdaFairSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | 0.0633 | — | |
| BaggingSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | 0.0886 | — | |
| POAFSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | 0.106 | — | |
| lightGBMSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | 0.1096 | — | |
| FairGBMSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | 0.1096 | — | |
| POAFSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | 0.1102 | — | |
| EPAF-DSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | 0.1159 | — | |
| AdaFairSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | 0.1197 | — | |
| EPAF-CSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | 0.1225 | — | |
| EPAF-DSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | 0.1244 | — | |
| EPAF-CSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | 0.126 | — | |
| BaggingSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | 0.1458 | — | |
| lightGBMSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | 0.1466 | — | |
| FairGBMSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | 0.1466 | — | |
| AdaFairSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | — | 49.39 | |
| AdaFairSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | — | 69.01 | |
| BaggingSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | — | 81.67 | |
| BaggingSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | — | 81.67 | |
| EPAF-CSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | — | 81.1 | |
| EPAF-CSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | — | 81.1 | |
| EPAF-DSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | — | 81.3 | |
| EPAF-DSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | — | 81.3 | |
| FairGBMSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | — | 84.17 | |
| FairGBMSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | — | 84.24 | |
| lightGBMSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | — | 84.24 | |
| lightGBMSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | — | 84.24 | |
| POAFSensitive Attribute=sex, Evaluation Protocol=5-fold cross-validation2023.01 | — | 82.6 | |
| POAFSensitive Attribute=race, Evaluation Protocol=5-fold cross-validation2023.01 | — | 82.6 |