Analysis and Study of Diabetes Follow-Up Data Using a Data-Mining-Based Approach in New Urban Area of Urumqi, Xinjiang, China, 2016-2017

Table 4

Comparison of prediction performance of the four models.

Algorithms	Accuracy	Sensitivity	Specificity	G-mean	AUC
Decision Trees	0.9115	0.9050	0.9181	0.9115	0.9115
SVM	0.9262	0.9408	0.9128	0.9267	0.9688
Adaboost	0.9484	0.9576	0.9356	0.9465	0.9817
Bagging	0.9115	0.9050	0.9181	0.9115	0.9164