Table 2.
Classification results (%) of all methods on OCD.
| Methods | Accuracy | Sensitivity | Specificity | AUC |
|---|---|---|---|---|
| L1SVM | 76.67 ± 3.26* | 73.29 ± 5.24* | 77.77 ± 2.69* | 78.59 ± 1.88* |
| HOFC | 83.92 ± 2.36* | 83.24 ± 5.08** | 84.11 ± 2.12* | 83.17 ± 1.26** |
| SCP | 85.83 ± 3.42** | 85.52 ± 4.11* | 86.80 ± 3.87* | 86.93 ± 3.10* |
| CNHD | 86.83 ± 4.05** | 86.98 ± 3.87** | 86.64 ± 4.53** | 84.56 ± 4.39* |
| DIAL-GNN | 85.59 ± 1.55** | 85.33 ± 2.58* | 86.39 ± 2.77** | 85.93 ± 2.47* |
| SGC | 87.06 ± 2.43 | 85.52 ± 5.26* | 87.56 ± 4.55* | 86.15 ± 5.01** |
| Proposed | 88.05 ± 4.21 | 87.52 ± 4.15 | 89.42 ± 3.56 | 88.48 ± 4.33 |