Downstream performance prediction on OT (Otto) corrupted with Laplace noise
0.801Downstream PerformanceDeep Lasso + MLP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Deep Lasso + MLPCorruption percentage (%)=502023.11 | 0.801 | 1.91 | |
| AGL + MLPCorruption percentage (%)=502023.11 | 0.8 | 3.36 | |
| XGBoost + MLPCorruption percentage (%)=502023.11 | 0.8 | 2.64 | |
| 1L Lasso + MLPCorruption percentage (%)=502023.11 | 0.798 | 3.09 | |
| Deep Lasso + MLPCorruption percentage (%)=752023.11 | 0.798 | 2 | |
| Lasso + MLPCorruption percentage (%)=502023.11 | 0.797 | 6.55 | |
| LassoNet + MLPCorruption percentage (%)=502023.11 | 0.797 | 4.45 | |
| XGBoost + MLPCorruption percentage (%)=752023.11 | 0.797 | 2 | |
| Lasso + MLPCorruption percentage (%)=752023.11 | 0.796 | 4.36 | |
| AM + MLPCorruption percentage (%)=502023.11 | 0.795 | 3.91 | |
| AGL + MLPCorruption percentage (%)=752023.11 | 0.792 | 3.09 | |
| Univariate + MLPCorruption percentage (%)=502023.11 | 0.791 | 7 | |
| 1L Lasso + MLPCorruption percentage (%)=752023.11 | 0.791 | 3.73 | |
| LassoNet + MLPCorruption percentage (%)=752023.11 | 0.791 | 5.09 | |
| RF + MLPCorruption percentage (%)=502023.11 | 0.789 | 5 | |
| No FS + MLPCorruption percentage (%)=502023.11 | 0.781 | 8.27 | |
| Univariate + MLPCorruption percentage (%)=752023.11 | 0.779 | 7.64 | |
| RF + MLPCorruption percentage (%)=752023.11 | 0.77 | 4.45 | |
| No FS + MLPCorruption percentage (%)=752023.11 | 0.765 | 7.73 |