Regression on parkinsons (MAPE)
0.125MAPEPKeX-Shapley
Evaluation results
| Method | Links | |
|---|---|---|
| PKeX-ShapleySelected features=top 20%, Validation=five-fold cross-validated2025.05 | 0.125 | |
| MISelected features=top 20%, Validation=five-fold cross-validated2025.05 | 0.214 | |
| Tree Ens.Selected features=top 20%, Validation=five-fold cross-validated2025.05 | 0.214 | |
| LassoSelected features=top 20%, Validation=five-fold cross-validated2025.05 | 1 | |
| K–BestSelected features=top 20%, Validation=five-fold cross-validated2025.05 | 1.018 | |
| HSICLassoSelected features=top 20%, Validation=five-fold cross-validated2025.05 | 1.17 |