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Regression on diamonds x10^5 scaling (test)

2.6Test MSECoFEH
2.57682.73342.893.0466Feb 10, 2026

Evaluation results

MethodLinks
CoFEHScenario=Joint FE + HPO, Downstream Model=XGBoost2026.022.6
OpenFEScenario=Joint FE + HPO, Downstream Model=XGBoost2026.022.68
CoFEHScenario=Standalone FE, Downstream Model=XGBoost2026.022.72
OpenFEScenario=Standalone FE, Downstream Model=XGBoost2026.022.84
LFGScenario=Joint FE + HPO, Downstream Model=XGBoost2026.022.84
LFGScenario=Standalone FE, Downstream Model=XGBoost2026.022.85
ELLMScenario=Joint FE + HPO, Downstream Model=XGBoost2026.022.87
OCTreeScenario=Joint FE + HPO, Downstream Model=XGBoost2026.022.9
MindwareScenario=Joint FE + HPO, Downstream Model=XGBoost2026.022.92
ELLMScenario=Standalone FE, Downstream Model=XGBoost2026.022.98
OCTreeScenario=Standalone FE, Downstream Model=XGBoost2026.023.04
MindwareScenario=Standalone FE, Downstream Model=XGBoost2026.023.18