Downstream performance prediction on HI (Hill-Valley) corrupted with Laplace noise
81.6Downstream Performance1L Lasso + MLP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| 1L Lasso + MLPCorruption percentage (%)=502023.11 | 81.6 | 3.09 | |
| Deep Lasso + MLPCorruption percentage (%)=502023.11 | 81.6 | 1.91 | |
| 1L Lasso + MLPCorruption percentage (%)=752023.11 | 81.4 | 3.73 | |
| AM + MLPCorruption percentage (%)=502023.11 | 81.3 | 3.91 | |
| XGBoost + MLPCorruption percentage (%)=502023.11 | 81.3 | 2.64 | |
| LassoNet + MLPCorruption percentage (%)=502023.11 | 81.2 | 4.45 | |
| Deep Lasso + MLPCorruption percentage (%)=752023.11 | 81.2 | 2 | |
| Lasso + MLPCorruption percentage (%)=752023.11 | 81.1 | 4.36 | |
| Univariate + MLPCorruption percentage (%)=502023.11 | 81 | 7 | |
| Lasso + MLPCorruption percentage (%)=502023.11 | 81 | 6.55 | |
| AGL + MLPCorruption percentage (%)=502023.11 | 81 | 3.36 | |
| RF + MLPCorruption percentage (%)=502023.11 | 81 | 5 | |
| AGL + MLPCorruption percentage (%)=752023.11 | 81 | 3.09 | |
| XGBoost + MLPCorruption percentage (%)=752023.11 | 81 | 2 | |
| LassoNet + MLPCorruption percentage (%)=752023.11 | 80.7 | 5.09 | |
| RF + MLPCorruption percentage (%)=752023.11 | 80.5 | 4.45 | |
| No FS + MLPCorruption percentage (%)=502023.11 | 80.4 | 8.27 | |
| No FS + MLPCorruption percentage (%)=752023.11 | 78.6 | 7.73 | |
| Univariate + MLPCorruption percentage (%)=752023.11 | 73.9 | 7.64 |