Research Article

Siamese Network-Based Feature Transformation for Improved Automated Epileptic Seizure Detection

Table 5

Comparison of classification accuracy, sensitivity, and specificity by using different feature dimensions (mean + standard division).

# of featuresCaseAcc. (%)Sens. (%)Spec. (%)

151
9
11
12

1651
9
11
12

301
9
11
12

2 (proposed model)1
9
11
12