Prediction under missing values on FICO (test)
79.1AUROCLR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LRImputation method=zero imputation2025.05 | 79.1 | 75.4 | |
| NEUMISSImputation method=zero imputation2025.05 | 79 | 75.4 | |
| XGBOOSTImputation method=zero imputation2025.05 | 78.4 | 69.3 | |
| M-GAM (IND)Imputation method=zero imputation2025.05 | 77.9 | 42.4 | |
| M-GAM (INT)Imputation method=zero imputation2025.05 | 77.6 | 29.1 | |
| RFImputation method=zero imputation2025.05 | 77.3 | 65.4 | |
| MINTYImputation method=zero imputation2025.05 | 76.6 | 22.8 | |
| MA-RFImputation method=zero imputation2025.05 | 76.3 | 5.8 | |
| MA-LASSOImputation method=zero imputation2025.05 | 75.8 | 5.7 | |
| MA-GBTImputation method=zero imputation2025.05 | 75.6 | 5.9 | |
| DTImputation method=zero imputation2025.05 | 73.8 | 5.7 | |
| MA-DTImputation method=zero imputation2025.05 | 73.8 | 5.7 |