Regression on Synthetic MCAR, Linear signal
0.197Average Time (s)CART MIA
Evaluation results
| Method | Links | |
|---|---|---|
| CART MIA2024.02 | 0.197 | |
| Mean Impute-then-RegressSelection=best2024.02 | 2.601 | |
| mice Impute-then-RegressSelection=best2024.02 | 4.27 | |
| Joint Impute-then-RegressSelection=best2024.02 | 20.262 | |
| Adaptive LRSelection=best2024.02 | 32.266 | |
| RF MIA2024.02 | 44.476 | |
| XGBoost2024.02 | 87.768 |