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. 2018 Nov 26;3(4):e10212. doi: 10.2196/10212

Table 6.

Area under the curve, sensitivity, and specificity for predicting glucose metabolism disorders.

Type and model AUCa Sensitivity (%) Specificity (%)
Machine learning



Model A 0.73 34.3 90.9

Model B 0.75 31.6 91.8

Model C 0.78 33.7 92.2
Logistic regression



Model D 0.65 6.6 97.3

Model E 0.63 21.3 91.6

Model F 0.69 6.6 98.4

Model G 0.71 27.6 78.9

Model H 0.72 27.1 91.6

Model I 0.72 41.3 84.9

aAUC: area under the curve.