A Deep Learning-Based Classification Method for Different Frequency EEG Data

Table 5

Classification accuracy of the 5-fold classifier for datasets 1-0 to 1-7.

Dataset	-NN	LAD	SVM	DT	MLP	GNB	AVG
1-0	0.92	0. 9067	0.9533	0.83	0.8133	0.7367	0.8600
1-1	0.93	0.9300	0.95	0.8067	0.84	0.7367	0.8656
1-2	0.9367	0.94	0.9567	0.8233	0.8167	0.72	0.8656
1-3	0.9233	0.91	0.9367	0.78	0.81	0.6833	0.8406
1-4	0.91	0.9033	0.9567	0.81	0.7667	0.68	0.8378
1-5	0.8833	0.8733	0.91	0.8033	0.77	0.6833	0.8206
1-6	0.8667	0.8767	0.89	0.77	0.8033	0.6767	0.8139
1-7	0.8833	0.9233	0.9267	0.8	0.78	0.6867	0.8333