Table 1.

CNN Recognition Model Evaluation.

	Index	Action 1	Action 2	Action 3	Action 4	Action 5	Action 6	Resting State
Training set	Recall	0.9668	0.9715	0.9377	0.9807	0.9691	0.9996	0.9792
	Precision	0.9474	0.9954	0.9791	0.9335	0.9626	1.0000	0.9930
	F1 score	0.9570	0.9833	0.9579	0.9565	0.9658	0.9998	0.9860
	Accuracy	-	-	-	0.9743	-	-	-
Test set	Recall	0.9698	0.9810	0.9260	0.9753	0.9635	0.9989	0.9797
	Precision	0.9396	0.9866	0.9764	0.9430	0.9557	1.0000	0.9931
	F1 score	0.9545	0.9838	0.9505	0.9589	0.9596	0.9994	0.9863
	Accuracy	-	-	-	0.9721	-	-	-