Table 3.
Performance | EN 2-Class |
SVM 2-Class |
||
---|---|---|---|---|
Trained Model | Test Set | Trained Model | Test Set | |
Sensitivity, % | 95.8 | 100 | 100 | 100 |
Specificity, % | 95.1 | 70.0 | 100 | 82.6 |
PPV, % | 96.7 | 83.1 | 100 | 89.5 |
No-call rate, % | 4.4 | 13.5 | 0 | 8.1 |
AUC, % | 99.0 | 93.0 | 100 | 94.0 |
Overall accuracy, % | 95.4 | 81.3 | 100 | 88.2 |
Abbreviations: AUC, area under the curve; EN, elastic net; PPV, positive predictive value; SVM, support vector machine.