Table 3.
The performance results of GCN-based features using 5-fold cross-validation on benchmark dataset
| Fold | Acc. (%) | TPR (%) | TNR (%) | PPV (%) | MCC |
|---|---|---|---|---|---|
| 1 | 86.32 | 85.00 | 87.63 | 87.30 | 0.7266 |
| 2 | 86.18 | 84.43 | 87.94 | 87.50 | 0.7241 |
| 3 | 85.35 | 82.41 | 88.29 | 87.56 | 0.7082 |
| 4 | 85.42 | 82.32 | 88.51 | 87.75 | 0.7097 |
| 5 | 85.55 | 82.76 | 88.33 | 87.65 | 0.7121 |
| Average | 85.76 ± 0.45 | 83.38 ± 1.24 | 88.14 ± 0.35 | 87.55 ± 0.17 | 0.7161 ± 0.0086 |