Table 3. Performance of the SVM-based seizure detection system with the temporal priors for each patient.
Patient | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | Mean |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ROC area | 96.7 | 99.9 | 94.2 | 90.7 | 96.7 | 96.1 | 98.8 | 99.5 | 99.0 | 95.2 | 97.1 | 96.5 | 98.1 | 96.3 | 97.8 | 93.1 | 97.2 | 98.5 | 96.74 |