Table 4.
Patient detection results.
| Model | AUC | Accuracy | Precision | Recall | Specificity |
|---|---|---|---|---|---|
| Baseline methods | |||||
| Naive Bayes | 98.1 | 98.6 | 97.8 | 99.4 | 97.8 |
| Random forests | 97.2 | 97.7 | 97.5 | 97.9 | 97.4 |
| GMMs | 98.8 | 97.1 | 97.8 | 96.4 | 97.8 |
| Proposed CNN | 98.2 | 98.8 | 97.6 | 100.0 | 96.8 |
Note. All performance values are expressed as a percentage.