... Database. MATLAB 2018b and SPSS 22 were used in the field of modeling and results analysis. Findings This study’s findings show that PCA–PSO–ELM proposed in this research has the highest accuracy in terms of the prediction compared with ELM, back propagation neural network and auto regression. And PCA...