Mental Task Classification Scheme Utilizing Correlation Coefficient Extracted from Interchannel Intrinsic Mode Function

Table 4

Overall classification accuracy obtained for subject 4.

Task	PAR4; [1]	PAR5; [1]	PAR6; [2]	EF8; [8]	EF3	Proposed
MC	83.95	90.53	97.63	99.47	98.42	99.74
MB	86.84	90.53	94.74	96.84	95.00	97.11
ML	86.05	88.42	92.89	95.00	92.89	95.79
MR	84.21	88.95	93.95	92.63	91.32	97.11
CB	81.58	82.37	86.58	94.21	95.26	98.16
CL	78.16	81.58	87.63	85.79	87.89	94.21
CR	88.68	92.89	96.32	95.26	92.63	97.11
BL	68.16	77.63	83.95	85.26	86.58	90.53
BR	94.47	95.26	97.11	97.89	93.95	97.63
LR	94.47	96.05	97.37	96.05	93.16	96.84
Avg	84.66	88.42	92.82	93.84	92.71	96.42
Std dev	7.75	6.09	4.99	4.78	3.48	2.52