Prediction of Hydrocarbon Reservoirs Permeability Using Support Vector Machine

Table 4

Comparing the performance of SVM and BPNN methods in the training and testing process.

Model	R (train)	R (test)	RMSE (train)	RMSE (test)
GRNN	0.998	0.94	0.16	0.35
SVM	0.998	0.96	0. 16	0.28