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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 |
The highest value of each measure is in italics
