Table 5.
Classification results of microstates at delta, alpha, and beta bands by using FIR-Microstate.
| Subjects | Microstates | Accuracy (%) | Sensitivity (%) | Specificity (%) |
|---|---|---|---|---|
| Delta [0.1–4 Hz] | D1 | 64.44 | 62.22 | 66.67 |
| D2 | 66.67 | 68.89 | 64.44 | |
| D3 | 62.22 | 93.33 | 31.11 | |
| D4 | 77.78 | 86.67 | 31.11 | |
| D5 | 77.78 | 73.33 | 82.22 | |
| Alpha [8–12 Hz] | A1 | 54.00 | 60.00 | 48.00 |
| A2 | 65.00 | 52.00 | 78.00 | |
| A3 | 63.00 | 62.00 | 64.00 | |
| A4 | 87.00 | 88.00 | 86.00 | |
| A5 | 79.00 | 64.00 | 94.00 | |
| Beta [12–30 Hz] | B1 | 65.91 | 81.82 | 50.00 |
| B2 | 64.78 | 72.73 | 56.82 | |
| B3 | 64.77 | 72.73 | 56.82 | |
| B4 | 65.91 | 77.27 | 54.55 |