Performance Difference Estimation on Adult Subgroup #3, 3%
1.04Mean Performance Diff3S+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| 3S+Model=SVM2023.10 | 1.04 | 2.33 | |
| 3SModel=SVM2023.10 | 1.09 | 2.43 | |
| 3S+Model=LR2023.10 | 1.11 | 2.08 | |
| 3SModel=LR2023.10 | 1.15 | 2.28 | |
| 3S+Model=RF2023.10 | 1.88 | 3.03 | |
| 3S+Model=MLP2023.10 | 1.88 | 3.33 | |
| 3SModel=MLP2023.10 | 1.98 | 3.58 | |
| 3S+Model=AdaBoost2023.10 | 2.01 | 4 | |
| 3SModel=AdaBoost2023.10 | 2.13 | 4.22 | |
| 3SModel=RF2023.10 | 2.15 | 3.41 | |
| 3S+Model=GBDT2023.10 | 2.46 | 3.97 | |
| D_{test, f}Model=SVM2023.10 | 2.51 | 3.88 | |
| 3SModel=GBDT2023.10 | 2.6 | 4.29 | |
| 3S+Model=Bagging2023.10 | 3.37 | 5.67 | |
| 3SModel=Bagging2023.10 | 3.72 | 5.98 | |
| D_{test, f}Model=MLP2023.10 | 4.06 | 4.69 | |
| D_{test, f}Model=GBDT2023.10 | 4.53 | 5.73 | |
| D_{test, f}Model=AdaBoost2023.10 | 4.59 | 7.79 | |
| D_{test, f}Model=LR2023.10 | 4.6 | 7.61 | |
| D_{test, f}Model=Bagging2023.10 | 8.5 | 14.55 | |
| D_{test, f}Model=RF2023.10 | 13.59 | 19.73 |