Table 5.

Area under the curve, sensitivity, and specificity for predicting diabetes.

Type and model		AUCa	Sensitivity (%)	Specificity (%)
Machine learning
	Model A	0.86	36.8	97.2
	Model B	0.90	40.4	97.4
	Model C	0.93	39.5	98.4
Logistic regression
	Model D	0.80	12.3	99.4
	Model E	0.78	6.1	99.9
	Model F	0.84	41.2	95.2
	Model G	0.85	38.6	95.9
	Model H	0.88	37.7	96.1
	Model I	0.88	40.4	96.5

^aAUC: area under the curve.