Regression on airfoil_self_noise (five-fold cross-validation, 10^0 scaling)
1.451RMSELLM-FE
Evaluation results
| Method | Links | |
|---|---|---|
| LLM-FEFeature Engineering=LLM-FE, Predictive Model=XGBoost2025.03 | 1.451 | |
| Base LLMFeature Engineering=LLM-based FE, Predictive Model=XGBoost2025.03 | 1.507 | |
| AutoFeatFeature Engineering=Classical FE, Predictive Model=XGBoost2025.03 | 1.531 | |
| BaseFeature Engineering=None (Base), Predictive Model=XGBoost2025.03 | 1.572 | |
| OCTreeFeature Engineering=LLM-based FE, Predictive Model=XGBoost2025.03 | 1.572 | |
| OpenFEFeature Engineering=Classical FE, Predictive Model=XGBoost2025.03 | 1.631 |