Bagged Ensemble of Gaussian Process Classifiers for Assessing Rockburst Damage Potential with an Imbalanced Dataset

Bagged Ensemble of Gaussian Process Classifiers for Assessing Rockburst Damage Potential with an Imbalanced Dataset

The evaluation of rockburst damage potential plays a significant role in managing rockburst risk and guaranteeing the safety of personnel. However, it is still a challenging problem because of its complex mechanisms and numerous influencing factors. In this study, a bagged ensemble of Gaussian proce...

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Bibliographic Details
Main Authors: Ying Chen, Qi Da, Weizhang Liang, Peng Xiao, Bing Dai, Guoyan Zhao
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Mathematics
Subjects:
rockburst
damage potential
Gaussian process classifier (GPC)
bagging method
imbalanced dataset
Online Access:https://www.mdpi.com/2227-7390/10/18/3382

Internet

https://www.mdpi.com/2227-7390/10/18/3382

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