Table 7.
Two-class model performance metrics after training on our expanded binary training set.
| TP | TN | FP | FN | Acc. | Sens. | Spec. | PPV | NPV | F1 | |
|---|---|---|---|---|---|---|---|---|---|---|
| COVID-19 | 95 | 80 | 20 | 5 | 0.875 | 0.95 | 0.80 | 0.826 | 0.941 | 0.883 |
| Non-COVID-19 | 80 | 95 | 5 | 20 | 0.875 | 0.80 | 0.95 | 0.941 | 0.826 | 0.865 |
Two-class model performance metrics after training on our expanded binary training set.
| TP | TN | FP | FN | Acc. | Sens. | Spec. | PPV | NPV | F1 | |
|---|---|---|---|---|---|---|---|---|---|---|
| COVID-19 | 95 | 80 | 20 | 5 | 0.875 | 0.95 | 0.80 | 0.826 | 0.941 | 0.883 |
| Non-COVID-19 | 80 | 95 | 5 | 20 | 0.875 | 0.80 | 0.95 | 0.941 | 0.826 | 0.865 |