Regression on airfoil_self_noise (test)
1.5MSE (Test Set)CoFEH
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CoFEHScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 1.5 | — | |
| LFGScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 1.95 | — | |
| CoFEHScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 2.01 | — | |
| OCTreeScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 2.12 | — | |
| ELLMScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 2.2 | — | |
| LFGScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 2.23 | — | |
| MindwareScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 2.33 | — | |
| OpenFEScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 2.36 | — | |
| OpenFEScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 2.38 | — | |
| ELLMScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 2.44 | — | |
| OCTreeScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 2.57 | — | |
| MindwareScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 2.73 | — | |
| CovRTStrategy=Fixed-depth2026.01 | 11.97 | 0.752 | |
| CovRTStrategy=Post-pruned2026.01 | 11.98 | 0.752 | |
| CARTStrategy=Fixed-depth2026.01 | 12.02 | 0.751 | |
| CARTStrategy=Post-pruned2026.01 | 12.03 | 0.751 |