From: Epilepsy seizure prediction with few-shot learning method
Patient name | Fully connected | SVM | ||||
---|---|---|---|---|---|---|
Sensitivity (%) | FPR (/h) | AUC | Sensitivity (%) | FPR (/h) | AUC | |
Chb03 | 96.18 ± 0.1 | 0.086 ± 0.006 | 0.963 ± 0.003 | 100.00 ± 0.5 | 0.056 ± 0.002 | 0.990 ± 0.003 |
Chb10 | 94.90 ± 0.4 | 0.061 ± 0.007 | 0.988 ± 0.001 | 95.76 ± 0.6 | 0.079 ± 0.001 | 0.984 ± 0.002 |
Chb16 | 98.54 ± 0.7 | 0.019 ± 0.006 | 0.984 ± 0.006 | 99.82 ± 0.4 | 0.000 ± 0.004 | 0.996 ± 0.005 |
Avg | 96.54 ± 0.4 | 0.055 ± 0.006 | 0.978 ± 0.003 | 98.52 ± 0.5 | 0.045 ± 0.002 | 0.990 ± 0.003 |