Downstream performance prediction on YE (Yeast) corrupted with Laplace noise
-0.776Downstream Performance1L Lasso + MLP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| 1L Lasso + MLPCorruption percentage (%)=502023.11 | -0.776 | 3.09 | |
| Deep Lasso + MLPCorruption percentage (%)=502023.11 | -0.776 | 1.91 | |
| LassoNet + MLPCorruption percentage (%)=502023.11 | -0.778 | 4.45 | |
| AM + MLPCorruption percentage (%)=502023.11 | -0.778 | 3.91 | |
| Deep Lasso + MLPCorruption percentage (%)=752023.11 | -0.78 | 2 | |
| 1L Lasso + MLPCorruption percentage (%)=752023.11 | -0.781 | 3.73 | |
| AGL + MLPCorruption percentage (%)=502023.11 | -0.782 | 3.36 | |
| AGL + MLPCorruption percentage (%)=752023.11 | -0.784 | 3.09 | |
| RF + MLPCorruption percentage (%)=502023.11 | -0.787 | 5 | |
| XGBoost + MLPCorruption percentage (%)=502023.11 | -0.787 | 2.64 | |
| LassoNet + MLPCorruption percentage (%)=752023.11 | -0.787 | 5.09 | |
| XGBoost + MLPCorruption percentage (%)=752023.11 | -0.787 | 2 | |
| Lasso + MLPCorruption percentage (%)=502023.11 | -0.789 | 6.55 | |
| RF + MLPCorruption percentage (%)=752023.11 | -0.79 | 4.45 | |
| Lasso + MLPCorruption percentage (%)=752023.11 | -0.794 | 4.36 | |
| No FS + MLPCorruption percentage (%)=502023.11 | -0.797 | 8.27 | |
| No FS + MLPCorruption percentage (%)=752023.11 | -0.808 | 7.73 | |
| Univariate + MLPCorruption percentage (%)=502023.11 | -0.827 | 7 | |
| Univariate + MLPCorruption percentage (%)=752023.11 | -0.838 | 7.64 |