A Novel Homogenous Hybridization Scheme for Performance Improvement of Support Vector Machines Regression in Reservoir Characterization

Table 3

Optimum parameters for each of the wells.

	Well-A		Well-B		Well-C
	SVR	HSVR	SVR	HSVR	SVR	HSVR
Regularization factor	20	50	500000	100	100	10
Lambda
Epsilon	0.2	0.01	0.9	0.1	0.1	0.2
Kernel option	0.3	0.3	0.3	0.3	0.17	0.3
Kernel function	RBF	Poly	RBF	Poly	RBF	Poly