Binary Classification on NHANES (test)
85.5AUROCNEUMISS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NEUMISSImputation=MICE2025.05 | 85.5 | 100 | |
| LRImputation=MICE2025.05 | 85.1 | 100 | |
| XGBOOSTImputation=MICE2025.05 | 84.8 | 95.7 | |
| MA-LASSOImputation=MICE2025.05 | 84.5 | 0.4 | |
| M-GAM (INT)Imputation=MICE2025.05 | 84.1 | 26.4 | |
| M-GAM (IND)Imputation=MICE2025.05 | 84 | 28.2 | |
| MA-RFImputation=MICE2025.05 | 84 | 0.2 | |
| MA-GBTImputation=MICE2025.05 | 83.1 | 0.4 | |
| DTImputation=MICE2025.05 | 82.4 | 0.1 | |
| MA-DTImputation=MICE2025.05 | 82.4 | 0 | |
| RFImputation=MICE2025.05 | 82.3 | 100 | |
| MINTYImputation=MICE2025.05 | 81.9 | 0.3 |