Research Article

Comparative Analysis of Classifiers for Developing an Adaptive Computer-Assisted EEG Analysis System for Diagnosing Epilepsy

Table 3

First column shows the channel label, the second column shows the initial training accuracy, and third one shows the marked correction by a neurologist and the last one shows the final accuracy.

Channel Accuracy after initial training (%) Number of epochs marked by the user Accuracy after retraining (%)

FP1F7 96.3805 807 97.2696
F7T7 96.9302 807 97.2645
T7P7 96.4295 807 97.1892
P7O1 97.6660 807 97.9844
FP1F3 96.5932 807 97.1636
F3C3 95.2557 807 95.8268
C3P3 94.3129 807 95.4354
P3O1 96.1653 807 96.7156
FP2F4 96.5520 807 97.1408
F4C4 94.0773 807 95.1094
C4P4 97.2442 807 97.9201
P4O2 92.3547 807 93.8824
FP2F8 94.5957 807 95.1480
F8T8 96.2118 807 96.8850
T8P8 96.8148 807 97.3952
P8O2 95.1268 807 95.4580
FZCZ 89.5010 807 91.4936
CZPZ 93.1258 807 94.6167
P7T7 96.3280 807 97.0216
T7FT9 95.0556 807 96.1656
FT9FT10 97.4703 807 97.8714
FT10T8 97.7348 807 98.1905