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

Table 2

Statistics of the geophysical data for all the wells.

Well	NPHI	PHIT	RHOB	SWT	DRHO	MSFL
Well-A
Mean	0.09	0.10	2.53	0.55	0.01	1.61
Std.	0.14	0.18	2.67	1.00	0.02	1.67
Max.	0.05	0.07	0.14	0.45	0.01	0.06
Min.	0.03	0.03	2.40	0.11	0.01	1.55
Well-B
Mean	0.14	0.15	2.44	0.17	0.06	1.18
Std.	0.05	0.07	0.14	0.18	0.03	0.46
Max.	0.26	0.29	2.67	1.00	0.13	2.44
Min.	0.03	0.03	2.18	0.04	0.00	0.54
Well-C
Mean	0.04	0.03	2.68	0.89	0.03	1.72
Std.	0.02	0.01	0.00	0.11	0.02	0.01
Max.	0.06	0.04	2.69	1.00	0.05	1.73
Min.	0.02	0.02	2.68	0.77	0.01	1.70