TABLE 10. Performance Given Different Feature Sets (Panic Attack).
Feature | Model | Accuracy | Sensitivity | Precision | F1 |
---|---|---|---|---|---|
All features | Random forest | 0.975 | 0.946 | 0.992 | 0.968 |
Environmental & lifestyle features | Regularized greedy forests | 0.712 | 0.483 | 0.675 | 0.564 |
Clinical questionnaire features | Regularized greedy forests | 0.748 | 0.587 | 0.750 | 0.659 |