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

Table 5

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	96.1757	807	96.6399
F7T7	95.7686	807	96.1467
T7P7	94.5025	807	95.5098
P7O1	96.2598	807	96.9693
FP1F3	95.8724	807	96.1773
F3C3	93.9484	807	94.4194
C3P3	92.8110	807	93.9872
P3O1	94.1724	807	94.7690
FP2F4	95.3442	807	95.9999
F4C4	92.7255	807	93.8686
C4P4	96.2509	807	96.8740
P4O2	91.0961	807	92.1808
FP2F8	93.4976	807	93.9840
F8T8	94.8939	807	95.5075
T8P8	95.2540	807	96.2940
P8O2	93.4941	807	94.3612
FZCZ	87.1507	807	88.3645
CZPZ	91.4283	807	92.4912
P7T7	94.5118	807	95.3794
T7FT9	94.8031	807	95.5306
FT9FT10	96.8328	807	97.0555
FT10T8	96.4514	807	96.9534