TABLE 1.
Classification accuracy for HC and AD in EC and EO states within six bands by ST‐GCN with different adjacency matrices
| Eye states | FC | Delta | Theta | Alpha | Beta | Gamma | Full |
|---|---|---|---|---|---|---|---|
| EC | PC | 72.1 | 78.2 | 78.3 | 82.5 | 81.2 | 90.3 |
| MSC | 72.2 | 78.1 | 78.9 | 81.9 | 80.8 | 90.2 | |
| IPC | 73.8 | 78.4 | 80.2 | 82.3 | 82.1 | 90.7 | |
| WC | 73.9 | 78.7 | 81.0 | 83.2 | 82.5 | 92.3 | |
| PLV | 73.0 | 78.6 | 79.8 | 82 | 82.2 | 91.1 | |
| PLI | 73.9 | 78.2 | 79.6 | 82.3 | 81.1 | 92.1 | |
| EO | PC | 70.9 | 75.6 | 76.8 | 77.4 | 75.5 | 88.1 |
| MSC | 71.3 | 75.7 | 75.4 | 77.8 | 75.5 | 88.3 | |
| IPC | 71.0 | 76.0 | 77.4 | 78.1 | 75.6 | 88.7 | |
| WC | 71.2 | 76.8 | 78.2 | 78.5 | 76 | 89.4 | |
| PLV | 71.0 | 75.8 | 76.0 | 78.1 | 75.9 | 87.2 | |
| PLI | 70.3 | 75.0 | 75.6 | 76.5 | 75.8 | 87.9 |
Abbreviations: IPC, imaginary part of coherence; MSC, magnitude squared coherence; PC, Pearson correlation; PLI, phase lag index; PLV, phase locking value; WC, wavelet coherence.