Adaboost集成学习优化的巷道围岩松动圈预测研究

方博扬,赵国彦,马举,陈立强,简筝

Prediction Study on Loosening Ring of Surrounding Rock Around Roadways Using the Optimized Ensemble Learning Algorithms Based on Adaboost

Boyang FANG,Guoyan ZHAO,Ju MA,Liqiang CHEN,Zheng JIAN

图1 Adaboost算法优化的3种机器学习方法的围岩松动圈回归预测模型

Fig.1 Regression prediction model of loosening ring of surrounding rock based on three machine learning methods optimized by Adaboost algorithm