Research on an identification model for mine water inrush sources based on the HBA-CatBoost algorithm

Abstract Accurate and efficient identification of water inrush sources, as one of the three critical elements of mine water hazards, is crucial for mine water management. To identify the sources of mine water inrush effectively, a model named HBA-CatBoost is introduced. This model is established on...

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Bibliographic Details
Main Authors: Jin Xu, Lulin Zheng, Hong Lan, Yujun Zuo, Bo Li, Shiyu Tian, Youwen Tian
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-74417-1