Identification of Visual Imagery by Electroencephalography Based on Empirical Mode Decomposition and an Autoregressive Model

Table 3

Classification accuracy of feature extraction using EMD and AR model.

Sub	Average	Maximum	Minimum
1	79.40	80.13	63.02
2	76.12	73.33	57
3	77.27	87	62.45
4	81.23	86	60.75
5	79.28	83	56
6	77.43	85	65.34
7	82.55	81.33	59.36
8	69.22	88	62
9	69.50	84.33	63.23
10	31.70	46	26.66
11	81.79	85	48.33
12	78.37	86.33	68.33
13	77.99	83.48	63.24
14	41.20	60	31.66
15	78.23	87	68.33
16	35.90	41.66	30
17	77.52	76.66	63.33
18	80.20	83.29	61.71