Multimedia System Design and Data Storage Optimization Based on Machine Learning Algorithm

Table 5

Different performance of two-SVM classifier using subcategory kernel function.

Kernel function	Viscosity	Accuracy rate	Gold check rate	F degree letter	Misjudgment rate	Missing rate	AUC
Linear kernel function	0.9509	0.9648	0.9440	0.9542	0052	0.0560	0.9727
Business item form	0.8972	0.6534	0.9784	0.9116	0.1466	0.0216	0.9804
Radial basis kernel function	0.9556	0.9733	0.9440	0.9584	0.0267	0.0560	0.9859
Sigmoid kernel function	03738	0.8678	0.9082	0.0886	0.1322	0.0948	0.8991