Downstream Performance Prediction on CH (Chess) corrupted with Laplace noise
-0.612Downstream PerformanceUnivariate + MLP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Univariate + MLPCorruption percentage (%)=752023.11 | -0.612 | 7.64 | |
| No FS + MLPCorruption percentage (%)=752023.11 | -0.504 | 7.73 | |
| No FS + MLPCorruption percentage (%)=502023.11 | -0.471 | 8.27 | |
| LassoNet + MLPCorruption percentage (%)=752023.11 | -0.46 | 5.09 | |
| Lasso + MLPCorruption percentage (%)=502023.11 | -0.456 | 6.55 | |
| XGBoost + MLPCorruption percentage (%)=502023.11 | -0.454 | 2.64 | |
| XGBoost + MLPCorruption percentage (%)=752023.11 | -0.454 | 2 | |
| AM + MLPCorruption percentage (%)=502023.11 | -0.453 | 3.91 | |
| LassoNet + MLPCorruption percentage (%)=502023.11 | -0.451 | 4.45 | |
| RF + MLPCorruption percentage (%)=752023.11 | -0.45 | 4.45 | |
| RF + MLPCorruption percentage (%)=502023.11 | -0.449 | 5 | |
| Univariate + MLPCorruption percentage (%)=502023.11 | -0.448 | 7 | |
| Lasso + MLPCorruption percentage (%)=752023.11 | -0.447 | 4.36 | |
| 1L Lasso + MLPCorruption percentage (%)=752023.11 | -0.447 | 3.73 | |
| 1L Lasso + MLPCorruption percentage (%)=502023.11 | -0.445 | 3.09 | |
| AGL + MLPCorruption percentage (%)=502023.11 | -0.443 | 3.36 | |
| AGL + MLPCorruption percentage (%)=752023.11 | -0.443 | 3.09 | |
| Deep Lasso + MLPCorruption percentage (%)=752023.11 | -0.443 | 2 | |
| Deep Lasso + MLPCorruption percentage (%)=502023.11 | -0.441 | 1.91 |