Downstream performance prediction on MI (Midas) corrupted with Laplace noise
-0.894Downstream PerformanceXGBoost + MLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XGBoost + MLPCorruption percentage (%)=502023.11 | -0.894 | 2.64 | |
| XGBoost + MLPCorruption percentage (%)=752023.11 | -0.896 | 2 | |
| Deep Lasso + MLPCorruption percentage (%)=752023.11 | -0.898 | 2 | |
| AGL + MLPCorruption percentage (%)=502023.11 | -0.9 | 3.36 | |
| Deep Lasso + MLPCorruption percentage (%)=502023.11 | -0.9 | 1.91 | |
| Lasso + MLPCorruption percentage (%)=502023.11 | -0.902 | 6.55 | |
| 1L Lasso + MLPCorruption percentage (%)=502023.11 | -0.902 | 3.09 | |
| Lasso + MLPCorruption percentage (%)=752023.11 | -0.902 | 4.36 | |
| 1L Lasso + MLPCorruption percentage (%)=752023.11 | -0.902 | 3.73 | |
| RF + MLPCorruption percentage (%)=752023.11 | -0.902 | 4.45 | |
| LassoNet + MLPCorruption percentage (%)=502023.11 | -0.904 | 4.45 | |
| AGL + MLPCorruption percentage (%)=752023.11 | -0.904 | 3.09 | |
| AM + MLPCorruption percentage (%)=502023.11 | -0.905 | 3.91 | |
| RF + MLPCorruption percentage (%)=502023.11 | -0.905 | 5 | |
| No FS + MLPCorruption percentage (%)=502023.11 | -0.909 | 8.27 | |
| LassoNet + MLPCorruption percentage (%)=752023.11 | -0.909 | 5.09 | |
| No FS + MLPCorruption percentage (%)=752023.11 | -0.913 | 7.73 | |
| Univariate + MLPCorruption percentage (%)=502023.11 | -0.92 | 7 | |
| Univariate + MLPCorruption percentage (%)=752023.11 | -0.921 | 7.64 |