Probability Distribution and Deviation Information Fusion Driven Support Vector Regression Model and Its Application

Table 2

Testing results of SVR algorithms with rough error (linear kernel).

Criterion	PDISVR	SVR	HWSVR	MKSVR
Average value	0.89278	0.86844	0.84402	0.85828
Standard deviation	0.000258	0.002867	0.002707	0.001998
MSE
Average value	0.30614	0.52311	0.58221	0.45612
Standard deviation	0.003953	0.111161	0.045897	0.028321