Healthcare diagnostic prediction on Healthcare Diagnostic Tasks Average Missing Percentage (test)
90.94AUCMARIA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MARIAFusion Strategy=Intermediate, Imputer=without, Train missing percentage=Ω2024.12 | 90.94 | 59.07 | |
| MARIAFusion Strategy=Intermediate, Imputer=without, Train missing percentage=5%2024.12 | 90.49 | 59.59 | |
| XGBoostFusion Strategy=Late, Imputer=without, Train missing percentage=Ω2024.12 | 89.05 | 46.82 | |
| FTTransformerFusion Strategy=Early, Imputer=with, Train missing percentage=Ω2024.12 | 87.47 | 52.35 | |
| AdaBoostFusion Strategy=Early, Imputer=with, Train missing percentage=Ω2024.12 | 83.89 | 54.79 | |
| DecisionTreeFusion Strategy=Early, Imputer=without, Train missing percentage=Ω2024.12 | 78.33 | 50.5 |