Computational and Mathematical Methods in Medicine / 2018 / Article / Tab 4

Research Article

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.

AlgorithmsAccuracySensitivitySpecificityG-meanAUC

Decision Trees0.91150.90500.91810.91150.9115
SVM0.92620.94080.91280.92670.9688
Adaboost0.94840.95760.93560.94650.9817
Bagging0.91150.90500.91810.91150.9164