Research on Recognition of Motor Imagination Based on Connectivity Features of Brain Functional Network

Table 4

Average classification accuracies for feature (%).

Testing set
	S	LH	RH	LF	LH&RH	LH&LF	RH&LF
Fold-1	98.60	86.95	88.60	90.55	83.56	82.56	82.63
Fold-2	97.56	81.37	85.67	88.56	86.68	80.89	85.59
Fold-3	96.80	85.49	81.02	91.88	84.23	79.55	84.54
Fold-4	97.90	82.56	82.54	88.15	80.79	85.23	79.16
Fold-5	95.42	82.89	84.56	86.96	83.21	86.01	86.72
Average	97.26 ± 1.21	83.85 ± 2.29	84.48 ± 2.92	89.22 ± 1.97	83.69 ± 2.11	82.84 ± 2.76	83.73 ± 2.96