Acoustic Log Prediction on the Basis of Kernel Extreme Learning Machine for Wells in GJH Survey, Erdos Basin

Table 1

Comparison of porosity prediction performance results on KELM against BP methodology for well YQ2. The comparison strata belong to the Shanxi group of the Permian formation.

Algorithm	Accuracy	MSE (%)	Training time (s)
BP	0.752	1.812	912
KELM	0.906	0.423	23