Table 2.
The performance of the network in distinguishing normal subjects from epileptic subjects in the training stage.
| Groups of Features | Acc (%) | Sen (%) | Spc (%) | PPV (%) | NPV (%) | 
|---|---|---|---|---|---|
| Group 1: mean, min, skew, kurt, theta | 96.1 | 96.8 | 97.4 | 98.4 | 92.7 | 
| Group 2: mean, min, skew, kurt, alpha | 90.4 | 94.0 | 85.4 | 91.0 | 89.7 | 
| Group 3: mean, min, skew, kurt, beta | 91.4 | 87.3 | 97.6 | 98.0 | 82.0 |