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The performance of three models for identifying associated risk factors of type 2 diabetes
| Model (%) | ANN (95% CI) | MLR (95% CI) | SVM (95% CI) |
|---|---|---|---|
| Sensitivity | 63.1 (59.8-67.5) | 60.1 (58.4-63.1) | 64.5 (59.8-66.4) |
| Specificity | 81.2 (78.4-84.6) | 80.5 (76.4-85.3) | 78.9 (76.4-81.7) |
| Accuracy | 78.7 (73.5-82.6) | 77.7 (73.5-80.9) | 76.8 (73.5-80.9) |
| AUC | 71.5 (68.0-75.9) | 70.4 (68.6-73.9) | 73.1 (69.2-77.6) |
AUC, the area under the ROC curve
