TABLE 2.
Classification results of the proposed GAT model and comparative models.
| Sr. no. | Model | CV accuracy | F1-score (CV) | Test accuracy |
| Classification performance of GAT models | ||||
| 1 | GAT-SCfs | 86 | 86 | 73 |
| 2 | GAT-FCfs | 83 | 81 | 60 |
| 3 | GAT-SC | 79 | 80 | 60 |
| 4 | GAT-FC | 72 | 69 | 66 |
| Classification performance of comparative models | ||||
| 5 | GCN-SCfs | 76 | 69 | 53 |
| 6 | GCN-FCfs | 77 | 66 | 66 |
| 7 | Node2Vec | 85 | 80 | 80 |
| 8 | RF | 83 | 83 | 80 |
| 9 | MLP | 82 | 84 | 66 |