Table 2 Epilepsy detection performance achieved using multiscale feature extraction methods on the SWEC-ETHZ dataset
Patient id | Acc (%) | Sen (%) | Spe (%) | AUC |
|---|---|---|---|---|
Pt 01 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 02 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 03 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 04 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 05 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 06 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 07 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 08 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 10 | 99.5 | 99.7 | 80.0 | 0.899 |
Pt 11 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 12 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 13 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 14 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 15 | 99.2 | 99.2 | 100.0 | 0.925 |
Pt 16 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 17 | 100.0 | 100.0 | 100.0 | 1.000 |
Pt 18 | 100.0 | 100.0 | 100.0 | 1.000 |
Average | 99.9 | 99.9 | 98.8 | 0.990 |