Review the relevant model performance statistics
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| Sp.Defense | 0.187 | 14.67 | 1.0 |
| Attack | 0.0946 | 17.14 | 1.0 |
| Sp.Attack | -0.0154 | 17.4 | 1.0 |
| Defense | -0.0294 | 16.5 | 1.0 |
| Speed | -0.0838 | 19.25 | 1.0 |
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| HP | 0.1981 | 20.05 | 1.0 |
| Defense | 0.1833 | 20.57 | 1.0 |
| Sp.Attack | 0.0836 | 21.66 | 1.0 |
| Sp.Defense | 0.0434 | 22.43 | 1.0 |
| Speed | -0.161 | 25.09 | 1.0 |
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| HP | 0.2245 | 18.71 | 1.0 |
| Attack | 0.1938 | 19.85 | 1.0 |
| Sp.Defense | 0.1717 | 18.16 | 1.0 |
| Sp.Attack | 0.0398 | 20.98 | 1.0 |
| Speed | -0.141 | 24.59 | 1.0 |
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| Sp.Defense | 0.2952 | 18.67 | 1.0 |
| HP | 0.1702 | 20.85 | 1.0 |
| Speed | -0.0284 | 22.58 | 1.0 |
| Attack | -0.0414 | 23.4 | 1.0 |
| Defense | -0.1027 | 24.33 | 1.0 |
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| Sp.Attack | 0.305 | 16.19 | 1.0 |
| HP | 0.2497 | 16.97 | 1.0 |
| Defense | 0.0054 | 16.84 | 1.0 |
| Attack | -0.0002 | 19.39 | 1.0 |
| Speed | -0.2157 | 21.22 | 1.0 |
| Predictors | R² | MAE | Feature importances |
|---|---|---|---|
| Sp.Attack | 0.1267 | 21.86 | 1.0 |
| Attack | 0.1151 | 22.21 | 1.0 |
| HP | 0.1006 | 22.34 | 1.0 |
| Sp.Defense | 0.0215 | 23.18 | 1.0 |
| Defense | -0.0047 | 23.6 | 1.0 |