An efficient scheme for mental task classification utilizing reflection coefficients obtained from autocorrelation function of EEG signal

Table 3 Overall classification accuracy obtained for subject 3

Task	PAR4(Li)	PAR4(Qu)	PAR4(Po)	PAR5(Li)	PAR5(Qu)	PAR5(Po)	PAR6(Li)	PAR6(Qu)	PAR6(Po)	Proposed
Task	[5]	[5]	[5]	[5]	[5]	[5]	[6]	[6]	[6]
MC	63.51	61.58	68.42	66.84	66.49	74.91	69.47	74.04	79.82	88.07
MB	69.82	66.84	73.16	71.05	71.75	74.56	74.91	81.75	81.40	87.89
ML	69.65	67.89	71.58	68.25	70.18	74.39	75.96	77.19	80.70	90.53
MR	73.68	67.19	74.74	79.30	72.46	79.47	81.93	83.33	87.89	93.51
CB	67.02	61.23	70.53	66.49	63.68	72.98	72.46	71.75	81.05	85.61
CL	72.11	64.21	72.81	71.93	66.84	77.19	79.12	75.09	80.35	86.49
CR	71.40	61.23	68.60	73.16	67.54	75.44	76.49	78.95	81.40	91.40
BL	71.23	64.91	74.39	73.51	64.74	74.56	78.07	74.91	84.21	86.67
BR	71.05	68.95	73.86	69.30	70.53	75.96	80.18	77.19	84.21	87.02
LR	82.11	69.82	77.89	83.68	76.67	83.33	89.47	78.95	87.54	94.39
Avg	71.16	65.39	72.60	72.35	69.09	76.28	77.81	77.32	82.86	89.16
Std. dev	4.79	3.24	2.92	5.49	3.96	3.05	5.50	3.55	2.96	3.10