Table 3.

Classification performance.

	Accuracy					F1 score
	Thumb	Index	Middle	Ring	Little	Thumb	Index	Middle	Ring	Little
SVM	0.999	0.767	0.916	0.895	0.932	0.999	0.808	0.911	0.771	0.677
RF	0.999	0.975	0.996	0.992	0.988	0.999	0.976	0.996	0.980	0.981
MLP	0.999	0.965	0.973	0.966	0.970	0.999	0.965	0.972	0.954	0.945
CNN	0.999	0.999	0.999	0.999	0.999	0.999	0.999	0.999	0.999	0.999
RNN	0.999	0.948	0.988	0.970	0.994	0.999	0.957	0.987	0.950	0.994