Downstream performance prediction on EY Energy corrupted with Laplace noise
0.594Downstream Performance Score1L Lasso + MLP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| 1L Lasso + MLPCorruption percentage (%)=502023.11 | 0.594 | 3.09 | |
| AM + MLPCorruption percentage (%)=502023.11 | 0.593 | 3.91 | |
| Deep Lasso + MLPCorruption percentage (%)=502023.11 | 0.589 | 1.91 | |
| XGBoost + MLPCorruption percentage (%)=752023.11 | 0.571 | 2 | |
| AGL + MLPCorruption percentage (%)=502023.11 | 0.57 | 3.36 | |
| XGBoost + MLPCorruption percentage (%)=502023.11 | 0.57 | 2.64 | |
| RF + MLPCorruption percentage (%)=752023.11 | 0.564 | 4.45 | |
| RF + MLPCorruption percentage (%)=502023.11 | 0.563 | 5 | |
| Lasso + MLPCorruption percentage (%)=502023.11 | 0.56 | 6.55 | |
| LassoNet + MLPCorruption percentage (%)=502023.11 | 0.554 | 4.45 | |
| Deep Lasso + MLPCorruption percentage (%)=752023.11 | 0.552 | 2 | |
| AGL + MLPCorruption percentage (%)=752023.11 | 0.55 | 3.09 | |
| LassoNet + MLPCorruption percentage (%)=752023.11 | 0.548 | 5.09 | |
| No FS + MLPCorruption percentage (%)=502023.11 | 0.546 | 8.27 | |
| Lasso + MLPCorruption percentage (%)=752023.11 | 0.545 | 4.36 | |
| 1L Lasso + MLPCorruption percentage (%)=752023.11 | 0.543 | 3.73 | |
| Univariate + MLPCorruption percentage (%)=502023.11 | 0.532 | 7 | |
| Univariate + MLPCorruption percentage (%)=752023.11 | 0.515 | 7.64 | |
| No FS + MLPCorruption percentage (%)=752023.11 | 0.505 | 7.73 |