SVR-EEMD: An Improved EEMD Method Based on Support Vector Regression Extension in PPG Signal Denoising

Table 2

P and R when PPG signals are dealt with different methods.

Num	Peaks	P			R
		FIR	EEMD	SVR-EEMD	FIR	EEMD	SVR-EEMD
2	454	0.960	0.980	0.981	0.998	0.989	1.000
5	524	0.994	0.996	1.000	0.985	0.985	0.996
33	633	0.962	0.957	0.965	0.964	0.959	0.967
34	219	0.991	0.995	0.995	0.991	0.986	0.995
37	645	0.994	0.994	0.995	0.989	0.989	0.998
38	641	0.954	0.958	0.964	0.969	0.964	0.969
43	717	0.986	0.993	0.996	0.983	0.991	0.997
45	526	0.945	0.936	0.947	0.941	0.939	0.949
50	293	0.983	0.986	0.993	0.973	0.997	1.000
53	626	0.957	0.957	0.963	0.957	0.958	0.963