Table 2.

Comparison of model performance.

	LR	SVM	RF	XGB
	mean [95% CI]
Sensitivity	0.49 [0.44–0.49]	0.28 [0.27–0.33]	0.92 [0.90–0.92]	0.94 [0.93–0.95]
Specificity	0.85 [0.83–0.86]	0.94 [0.93–0.95]	0.88 [0.83–0.89]	0.90 [0.89–0.90]
PPV	0.76 [0.74–0.78]	0.83 [0.82–0.84]	0.88 [0.87–0.89]	0.89 [0.88–0.91]
AUC	0.67 [0.66–0.70]	0.63 [0.62–0.65]	0.96[0.93–0.96]	0.97 [0.95–0.97]