TABLE 7. Model Performance After Feature Selection Process (AECOPD).
| Feature | Accuracy | Sensitivity | Specificity | Precision | F1 |
|---|---|---|---|---|---|
| All features | 0.804 | 0.689 | 0.811 | 0.686 | 0.680 |
| Cost-effective features | 0.886 | 0.778 | 0.949 | 0.897 | 0.833 |
| Feature | Accuracy | Sensitivity | Specificity | Precision | F1 |
|---|---|---|---|---|---|
| All features | 0.804 | 0.689 | 0.811 | 0.686 | 0.680 |
| Cost-effective features | 0.886 | 0.778 | 0.949 | 0.897 | 0.833 |