Study on Multifactor Control Experiment and Design of Quality Detection System for Yuba Skin Production

Table 3

Test results of different SVM kernel functions.

Combination of the characteristic values	SVM kernel functions
	Linear kernelfunction (%)	Polynomial kernelfunction (%)	Radial basis kernelfunction (%)
ASM	62.26	65.32	64.41
CON	68.14	66.71	70.19
COR	72.09	61.64	70.75
IDM	78.27	69.36	62.63
SRE	64.95	73.42	72.59
LRE	73.33	76.37	68.51
GLD	69.71	68.47	70.08
RLD	63.29	61.14	76.24
DOD	73.37	72.87	78.33
ASM + CON	77.29	76.69	78.68
ASM + CON + COR	81.38	82.17	86.39
ASM + CON + COR + IDM	82.76	83.03	87.38
ASM + CON + COR + IDM + SRE	84.06	86.29	84.56
ASM + CON + COR + IDM + SRE + LRE	83.51	85.14	89.07
ASM + CON + COR + IDM + SRE + LRE + GLD	86.74	88.37	90.24
ASM + CON + COR + IDM + SRE + LRE + GLD + RLD	87.32	88.92	91.41
ASM + CON + COR + IDM + SRE + LRE + GLD + RLD + DOD	87.69	89.28	92.06