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.
| 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 |
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