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. 2016 Nov 10;215(2):312–320. doi: 10.1093/infdis/jiw531

Table 3.

Performance Statistics of 2-Class Models for Trained Model and Test Set

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.