Regression on Airfoil Self-Noise (train)
0.36RMSEXGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| XGBoost2025.12 | 0.36 | |
| RFF model2025.12 | 0.67 | |
| Random Forest2025.12 | 0.68 | |
| Explainable Boosting Machine2025.12 | 1.38 | |
| Mixture of GAMstraining_data=augmented2025.12 | 1.84 | |
| Mixture of GAMstraining_data=original2025.12 | 2.01 | |
| Global GAM2025.12 | 4.45 | |
| LASSO2025.12 | 4.79 | |
| MARS2025.12 | 4.95 |