TABLE 8. Validation Dataset Performance With All Features (Panic Attack).
| Model | Accuracy | Sensitivity | Specificity | Precision | F1 |
|---|---|---|---|---|---|
| Random forest | 0.975 | 0.946 | 0.955 | 0.992 | 0.968 |
| Decision tree | 0.949 | 0.931 | 0.962 | 0.941 | 0.936 |
| RGF | 0.945 | 0.896 | 0.977 | 0.963 | 0.928 |
| LDA | 0.746 | 0.583 | 0.854 | 0.726 | 0.647 |
| AdaBoost | 0.838 | 0.772 | 0.882 | 0.952 | 0.792 |
| DNN | 0.694 | 0.602 | 0.752 | 0.618 | 0.612 |