Model | AUPR | AUC | F1 | ACC | RE | SPE | PRE |
---|---|---|---|---|---|---|---|
GIN | 0.9824 | 0.9743 | 0.9495 | 0.9499 | 0.9453 | 0.9544 | 0.9545 |
GraphSAGE | 0.9726 | 0.9612 | 0.9348 | 0.9347 | 0.9368 | 0.9325 | 0.9334 |
GCN | 0.9494 | 0.9306 | 0.8882 | 0.8913 | 0.8639 | 0.9186 | 0.9143 |
GAT | 0.9136 | 0.9127 | 0.8843 | 0.8837 | 0.8870 | 0.8803 | 0.8822 |
SVM | 0.9615 | 0.9733 | 0.9328 | 0.9320 | 0.9526 | 0.9117 | 0.9142 |
KNN | 0.9447 | 0.9464 | 0.8652 | 0.8548 | 0.9364 | 0.7751 | 0.8052 |
RF | 0.9442 | 0.9383 | 0.8478 | 0.8478 | 0.8568 | 0.8376 | 0.8400 |