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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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Principais autores: Ying Chen, Qi Da, Weizhang Liang, Peng Xiao, Bing Dai, Guoyan Zhao
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-09-01
Serier:Mathematics
Fag:
rockburst
damage potential
Gaussian process classifier (GPC)
bagging method
imbalanced dataset
Online adgang:https://www.mdpi.com/2227-7390/10/18/3382
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