Interpretable Machine Learning for Explaining and Predicting Collapse Hazards in the Changbai Mountain Region

Interpretable Machine Learning for Explaining and Predicting Collapse Hazards in the Changbai Mountain Region

This study analyzes collapse hazards for complex interactions between geology, meteorology, and human activities in the Changbai Mountain region, focusing on how to cope with these features through machine learning. Using a dataset of 651 collapse events, this study evaluates four machine learning m...

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Bibliographic Details
Main Authors: Xiangyang He, Qiuling Lang, Jiquan Zhang, Yichen Zhang, Qingze Jin, Jinyuan Xu
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Sensors
Subjects:
collapse hazard assessment
machine learning
Changbai Mountain
SHAP
Online Access:https://www.mdpi.com/1424-8220/25/5/1512
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