Regression on diamonds x10^5 scaling (test)
2.6Test MSECoFEH
Evaluation Results
| Method | Links | |
|---|---|---|
| CoFEHScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 2.6 | |
| OpenFEScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 2.68 | |
| CoFEHScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 2.72 | |
| OpenFEScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 2.84 | |
| LFGScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 2.84 | |
| LFGScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 2.85 | |
| ELLMScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 2.87 | |
| OCTreeScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 2.9 | |
| MindwareScenario=Joint FE + HPO, Downstream Model=XGBoost2026.02 | 2.92 | |
| ELLMScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 2.98 | |
| OCTreeScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 3.04 | |
| MindwareScenario=Standalone FE, Downstream Model=XGBoost2026.02 | 3.18 |