Regression on Synthetic MCAR NN signal
0.424R2mice Impute-then-Regress
Evaluation results
| Method | Links | ||
|---|---|---|---|
| mice Impute-then-RegressSelection=Best (cross-validated)2024.02 | 0.424 | 0.004 | |
| Mean Impute-then-RegressSelection=Best (cross-validated)2024.02 | 0.397 | 0.003 | |
| RF MIA2024.02 | 0.397 | 0.003 | |
| Joint Impute-then-RegressSelection=Best (cross-validated)2024.02 | 0.389 | 0.007 | |
| XGBoost2024.02 | 0.368 | 0.003 | |
| Adaptive LRSelection=Best (cross-validated)2024.02 | 0.354 | 0.004 | |
| CART MIA2024.02 | 0.222 | 0.003 |