Classification Accuracy on Adult (test)
87.01AccuracyXGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| XGBoost2026.06 | 87.01 | |
| MDT+XGBmax_test_deferral_rate=25%2026.06 | 86.67 | |
| Random Forest2026.06 | 86.19 | |
| GAINDownstream Classifier=RF2025.12 | 86 | |
| Non-Deferral Tree2026.06 | 85.98 | |
| FIGS2026.06 | 85.89 | |
| GMDownstream Classifier=SVM2025.12 | 85 | |
| GMDownstream Classifier=RF2025.12 | 85 | |
| GAINDownstream Classifier=SVM2025.12 | 85 | |
| GAINDownstream Classifier=MLP2025.12 | 85 | |
| IMPUGANDownstream Classifier=SVM2025.12 | 85 | |
| IMPUGANDownstream Classifier=RF2025.12 | 85 | |
| IMPUGANDownstream Classifier=MLP2025.12 | 85 | |
| GMDownstream Classifier=MLP2025.12 | 84 | |
| FVDownstream Classifier=SVM2025.12 | 82 | |
| FVDownstream Classifier=RF2025.12 | 82 | |
| FVDownstream Classifier=MLP2025.12 | 81 |