Table 7 Effects of different sliding window length conducted subject-specific experiments on CHB-MIT dataset.
From: Synchronization-based graph spatio-temporal attention network for seizure prediction
Window length | ACC | SEN | SPE | FPR | F1 |
|---|---|---|---|---|---|
1s | 94.76 | 94.82 | 96.79 | 0.032 | 95.18 |
2s | 96.11 | 96.19 | 96.94 | 0.031 | 96.01 |
3s | 96.67 | 96.43 | 97.06 | 0.029 | 96.22 |
4s | 97.16 | 96.82 | 97.27 | 0.021 | 96.84 |
5s | 98.20 | 97.85 | 98.07 | 0.019 | 97.60 |
6s | 97.29 | 96.84 | 97.10 | 0.026 | 96.70 |
