Performance Difference Estimation on Adult Subgroup #5, 1%
2.13Mean Performance Diff3S+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| 3S+Model=MLP2023.10 | 2.13 | 3.22 | |
| 3S+Model=GBDT2023.10 | 2.15 | 3.45 | |
| 3SModel=MLP2023.10 | 2.17 | 3.24 | |
| 3SModel=GBDT2023.10 | 2.23 | 3.47 | |
| 3S+Model=RF2023.10 | 3.06 | 4.12 | |
| D_{test, f}Model=SVM2023.10 | 3.1 | 6.71 | |
| 3SModel=RF2023.10 | 3.15 | 4.2 | |
| 3S+Model=AdaBoost2023.10 | 3.36 | 4.44 | |
| 3SModel=AdaBoost2023.10 | 3.42 | 4.47 | |
| 3S+Model=LR2023.10 | 4.02 | 5.41 | |
| 3SModel=LR2023.10 | 4.08 | 5.44 | |
| 3S+Model=SVM2023.10 | 4.17 | 5.18 | |
| 3SModel=SVM2023.10 | 4.22 | 5.2 | |
| D_{test, f}Model=MLP2023.10 | 4.3 | 8.72 | |
| D_{test, f}Model=Bagging2023.10 | 4.41 | 9.4 | |
| D_{test, f}Model=LR2023.10 | 4.76 | 7.38 | |
| 3S+Model=Bagging2023.10 | 5 | 6.55 | |
| 3SModel=Bagging2023.10 | 5.06 | 6.59 | |
| D_{test, f}Model=AdaBoost2023.10 | 5.17 | 8.05 | |
| D_{test, f}Model=GBDT2023.10 | 7.73 | 9.4 | |
| D_{test, f}Model=RF2023.10 | 8.72 | 8.72 |