Table 2: Comparison of porosity prediction performance results on OP-ELM against BP and SVM methodology for well Yq8. The comparison strata belong to the Permian reservoir.

AlgorithmAccuracyMAETraining time (s)

BP0.9010.82772
SVM0.9350.63951
OP-ELM0.9560.20523