Table 1.
Classification results (%) of all methods on FTD.
| Methods | Accuracy | Sensitivity | Specificity | AUC |
|---|---|---|---|---|
| L1SVM | 64.77 ± 3.89* | 62.54 ± 1.56* | 67.48 ± 2.87* | 65.87 ± 1.95* |
| HOFC | 79.37 ± 4.20* | 78.59 ± 5.37* | 82.16 ± 4.29** | 79.52 ± 3.88* |
| SCP | 84.75 ± 4.20** | 82.59 ± 3.77* | 85.56 ± 3.87** | 83.93 ± 5.43* |
| CNHD | 83.59 ± 3.67** | 81.29 ± 2.58* | 85.67 ± 3.33 | 82.67 ± 3.87* |
| DIAL-GNN | 85.19 ± 1.59** | 86.39 ± 1.14 ** | 85.92 ±2.43 | 84.33 ± 1.29** |
| SGC | 84.55 ± 3.95** | 84.86 ± 5.33* | 84.59 ± 4.85 | 84.63 ± 4.33** |
| Proposed | 86.98 ± 3.06 | 87.53 ± 3.89 | 84.14 ± 2.59 | 87.93 ± 3.59 |