Table. Results of Cross-Validation for Each Classifier.

Classifier	AUC	Accuracy, %	Specificity, %	NPV, %
Naive Bayes	0.72	81.3	82.0	98.8
Logistic regression	0.73	94.7	96.2	98.6
Gradient-boosted trees	0.74	96.8	98.5	98.2
Deep learning	0.72	95.6	97.2	98.3

Abbreviations: AUC, area under the curve; NPV, negative predictive value.