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EngineeringEnvironmental Science

Developing an XGBoost model to predict blast-induced peak particle velocity in an open-pit mine: a case study

Hoang Nguyen, X. Bui, Hoang-Bac Bui, Dao Trong Cuong

2019.2.25Acta Geophysica

DOI: 10.1007/s11600-019-00268-4

tlooto Summary

An eXtreme gradient boosting model was developed to predict peak particle velocity (PPV) induced by blasting in Deo Nai open-pit coal mine in Vietnam and it exhibited higher performance than the SVM, RF, and KNN models.

Abstract

Abstract is not available.

Citation format

NGUYEN, Hoang, et al. Developing an xgboost model to predict blast-induced peak particle velocity in an open-pit mine: A case study. Acta Geophysica, 2019, 67: 477–490.