Regression on Synthetic MCAR, Linear signal (R2, Standard Error)
0.558R2Adaptive LR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Adaptive LRSelection=Best (cross-validated)2024.02 | 0.558 | 0.003 | |
| mice Impute-then-RegressSelection=Best (cross-validated)2024.02 | 0.556 | 0.004 | |
| Joint Impute-then-RegressSelection=Best (cross-validated)2024.02 | 0.537 | 0.003 | |
| Mean Impute-then-RegressSelection=Best (cross-validated)2024.02 | 0.533 | 0.014 | |
| RF MIA2024.02 | 0.488 | 0.003 | |
| XGBoost2024.02 | 0.474 | 0.003 | |
| CART MIA2024.02 | 0.321 | 0.003 |