Research on Coal and Gas Outburst Risk Warning Based on Multiple Algorithm Fusion

To improve the accuracy of gas outburst early warning, this paper proposes a gas outburst risk warning model based on XGBoost–GR–stacking. The statistic is based on gas outburst data from 26 mines and establishes a data generation model based on XGBoost. The obtained virtual datasets are analyzed th...

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Bibliographic Details
Main Authors: Yanlei Guo, Haibin Liu, Xu Zhou, Jian Chen, Liwen Guo
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/22/12283