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

Table 6

Classification accuracy of the 5-fold classifier for datasets 2-0 to 2-7.

Dataset	-NN	LAD	SVM	DT	MLP	GNB	AVG
2-0	0.9725	0.9775	0.9775	0.9475	0.98	0.96	0.9692
2-1	0.9275	0.965	0.975	0.8825	0.9575	0.845	0.9254
2-2	0.9425	0.9675	0.975	0.9025	0.97	0.88	0.9396
2-3	0.9325	0.955	0.955	0.86	0.9475	0.8175	0.9112
2-4	0.9225	0.955	0.95	0.88	0.94	0.8175	0.9108
2-5	0.91	0.9575	0.95	0.7975	0.9225	0.75	0.8812
2-6	0.93	0.9575	0.965	0.7975	0.9425	0.8425	0.9058
2-7	0.925	0.9275	0.96	0.8625	0.92	0.855	0.9083