Prediction under missing values on ADNI (test)
79AUROCXGBOOST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XGBOOSTImputation method=zero imputation2025.05 | 79 | 60.9 | |
| MA-GBTImputation method=zero imputation2025.05 | 78.5 | 1.6 | |
| MA-RFImputation method=zero imputation2025.05 | 78 | 3.2 | |
| NEUMISSImputation method=zero imputation2025.05 | 76.4 | 67 | |
| RFImputation method=zero imputation2025.05 | 75 | 66.1 | |
| MA-DTImputation method=zero imputation2025.05 | 74.1 | 0.1 | |
| DTImputation method=zero imputation2025.05 | 72.7 | 11.7 | |
| LRImputation method=zero imputation2025.05 | 72 | 64.1 | |
| MINTYImputation method=zero imputation2025.05 | 70.6 | 1.3 | |
| M-GAM (IND)Imputation method=zero imputation2025.05 | 69.7 | 14.7 | |
| M-GAM (INT)Imputation method=zero imputation2025.05 | 69.5 | 46.3 | |
| MA-LASSOImputation method=zero imputation2025.05 | 68.4 | 11.8 |