Table 7.
Feature coefficients representing the importance of each feature in the Decision Tree model.
| Feature | Coefficient |
|---|---|
| Ground duels | 0.308840 |
| Fouls received | 0.167490 |
| Clearances | 0.135580 |
| Interceptions | 0.118301 |
| Unsuccessful passes | 0.084388 |
| Player Position: Goalkeeper | 0.023302 |
| Long passes lost | 0.018937 |
| Free kicks | 0.015709 |
| Successful passes | 0.014780 |
The decision tree model assigns each feature importance depending on the information gain noted on the spit where the feature participates. The overall importance is scaled to 1.