Research Article

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

Table 7

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 94.0520 807 94.7708
F7T7 94.7174 807 95.8794
T7P7 93.2686 807 94.7645
P7O1 95.6134 807 96.6610
FP1F3 93.6408 807 95.0283
F3C3 91.8523 807 93.3858
C3P3 91.9485 807 92.6572
P3O1 93.4837 807 94.4496
FP2F4 93.2756 807 94.1740
F4C4 91.0014 807 92.1137
C4P4 96.1309 807 96.4253
P4O2 88.8798 807 90.5184
FP2F8 91.0906 807 92.0630
F8T8 92.3974 807 93.8587
T8P8 94.3950 807 95.4360
P8O2 93.6889 807 93.7203
FZCZ 87.1507 807 87.6928
CZPZ 90.0607 807 91.9421
P7T7 93.7488 807 95.0216
T7FT9 93.1506 807 94.5268
FT9FT10 95.8059 807 96.3352
FT10T8 95.0270 807 95.8781