Table 2 The performance of our method and the other three brain network based methods including CNC, MTNC, FSGNC and SVM
Method | Accuracy (%) | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) |
|---|---|---|---|---|---|
CNC | 73.33 | 79.17 | 66.67 | 73.08 | 73.68 |
MTNC | 82.22 | 87.50 | 76.19 | 80.77 | 84.21 |
FSGNC | 77.78 | 100.00 | 52.38 | 70.59 | 100.00 |
SVM | 75.56 | 83.33 | 66.67 | 74.07 | 77.78 |
Proposed method | 95.56 | 100.00 | 90.48 | 92.31 | 100.00 |