Prediction of Pillar Stability for Underground Mines Using the Stochastic Gradient Boosting Technique

Prediction of Pillar Stability for Underground Mines Using the Stochastic Gradient Boosting Technique

The prediction of pillar stability is of great importance because pillar failure can lead to large disasters. In this paper, a stochastic gradient boosting (SGB) model was applied to classify pillar stability. Five potentially relevant factors, including the pillar width, the pillar height, the rati...

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Bibliographic Details
Main Authors: Hangxing Ding, Guanghui Li, Xin Dong, Yun Lin
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Pillar stability
stochastic gradient boosting (SGB)
10-fold cross-validation
ROC curve
relative variable importance
Online Access:https://ieeexplore.ieee.org/document/8531595/

Internet

https://ieeexplore.ieee.org/document/8531595/

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