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. 2018 Sep 5;8:13236. doi: 10.1038/s41598-018-31653-6

Table 3.

Performance of AD vs. Normal classification methods using ADNI data by 10-fold cross-validation.

GLM SSM/PCA1 SSM/PCA2 SVM-ISDA SVM-SMO
AUC 0.902 0.849 0.897 *0.945 0.939
Sensitivity 0.798 0.755 0.830 0.840 *0.894
Specificity 0.874 0.829 0.847 *0.955 0.892

*The best performance.