Review the relevant model performance statistics
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| Attack | 0.2826 | 16.43 | 1.0 |
| Sp.Attack | 0.223 | 17.15 | 1.0 |
| Defense | 0.2028 | 16.92 | 1.0 |
| Sp.Defense | 0.0648 | 18.68 | 1.0 |
| Speed | -0.0999 | 20.76 | 1.0 |
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| HP | 0.2664 | 19.81 | 1.0 |
| Defense | 0.2621 | 20.8 | 1.0 |
| Speed | 0.0453 | 23.88 | 1.0 |
| Sp.Attack | 0.036 | 23.63 | 1.0 |
| Sp.Defense | -0.0289 | 24.1 | 1.0 |
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| Attack | 0.1685 | 20.23 | 1.0 |
| Sp.Attack | 0.1413 | 20.57 | 1.0 |
| Sp.Defense | 0.0656 | 19.95 | 1.0 |
| HP | 0.0619 | 21.15 | 1.0 |
| Speed | -0.259 | 24.3 | 1.0 |
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| HP | 0.2996 | 21.25 | 1.0 |
| Sp.Defense | 0.2996 | 20.82 | 1.0 |
| Defense | 0.1581 | 23.88 | 1.0 |
| Speed | 0.1276 | 23.75 | 1.0 |
| Attack | 0.0336 | 25.3 | 1.0 |
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| Sp.Attack | 0.3778 | 15.95 | 1.0 |
| HP | 0.2333 | 17.19 | 1.0 |
| Defense | 0.2037 | 16.51 | 1.0 |
| Attack | -0.0697 | 21.21 | 1.0 |
| Speed | -0.1867 | 21.14 | 1.0 |
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| Sp.Attack | 0.1525 | 19.29 | 1.0 |
| Attack | -0.0473 | 20.73 | 1.0 |
| Defense | -0.0971 | 22.43 | 1.0 |
| HP | -0.1676 | 21.96 | 1.0 |
| Sp.Defense | -0.1848 | 23.0 | 1.0 |