Back Analysis of Geomechanical Parameters Using Hybrid Algorithm Based on Difference Evolution and Extreme Learning Machine

Table 2

Comparison between test and forecast samples of top arc subsidence.

Learning algorithm	Time/s	MRE
DE-ELM	19.65	4.42%
GA-SVM	85.22	4.89%
GA-BP	356.73	6.62%