Skip to main content
. 2022 Feb 23;15:741489. doi: 10.3389/fnins.2021.741489

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