Performance Difference Estimation on Adult Subgroup #1, 86%
1.01Mean Performance DiffD_{test, f}
Evaluation results
| Method | Links | ||
|---|---|---|---|
| D_{test, f}Model=MLP2023.10 | 1.01 | 1.92 | |
| D_{test, f}Model=LR2023.10 | 1.09 | 1.81 | |
| D_{test, f}Model=AdaBoost2023.10 | 1.11 | 2.14 | |
| D_{test, f}Model=GBDT2023.10 | 1.19 | 2.42 | |
| D_{test, f}Model=SVM2023.10 | 1.26 | 2.46 | |
| 3S+Model=RF2023.10 | 2.33 | 2.84 | |
| 3S+Model=Bagging2023.10 | 2.65 | 3.61 | |
| 3S+Model=LR2023.10 | 2.97 | 3.38 | |
| 3S+Model=MLP2023.10 | 3 | 3.5 | |
| 3S+Model=SVM2023.10 | 3 | 3.6 | |
| 3S+Model=AdaBoost2023.10 | 3.06 | 3.44 | |
| 3S+Model=GBDT2023.10 | 3.25 | 3.6 | |
| 3SModel=Bagging2023.10 | 5.81 | 7.03 | |
| 3SModel=RF2023.10 | 6.05 | 7.08 | |
| 3SModel=LR2023.10 | 6.51 | 7.57 | |
| 3SModel=MLP2023.10 | 6.72 | 8.55 | |
| 3SModel=SVM2023.10 | 6.74 | 7.37 | |
| 3SModel=AdaBoost2023.10 | 6.89 | 8.61 | |
| 3SModel=GBDT2023.10 | 7.37 | 9.22 | |
| D_{test, f}Model=RF2023.10 | 9.16 | 11.65 | |
| D_{test, f}Model=Bagging2023.10 | 10.01 | 12.83 |