Extreme Learning Machine for Reservoir Parameter Estimation in Heterogeneous Sandstone Reservoir

Table 1

Comparison of capabilities of SVM with different kernel functions.

Kernel function	Kernel parameters	Training accuracy (%)	Validation accuracy (%)
Gaussian RBF	,	100	97.93
Sigmoid	,	100	97.86
Polynomial	, ,	100	96.85