Prediction of Hydrocarbon Reservoirs Permeability Using Support Vector Machine

Table 2

Correlation matrix of the well logs and permeability after applying ICA.

	X	Y	Z	GR	DT	RHOB	NPHI	PEF	MSFL	LLD	LLS	KH
X	1.000
Y	−.999	1.000
Z	.655	−.655	1.000
GR	.419	−.216	.490	1.000
DT	.525	.026	.447	.488	1.000
RHOB	.611	.010	.597	.582	.915	1.000
NPHI	.710	.107	.440	.567	.746	.615	1.000
PEF	.125	.619	.161	.210	.150	.176	.009	1.000
MSFL	.772	−.070	.564	.459	.627	.401	−.318	−.236	1.000
LLD	.607	−.510	.506	.541	.553	.469	−.101	.278	.574	1.000
LLS	.577	−.678	.523	.602	.539	.648	−.203	.215	.635	.767	1.000
KH	.607	.052	.676	.689	.829	.534	.836	.045	.642	.720	.603	1.000