Hazard Prediction of Water Inrush in Water-Rich Tunnels Based on Random Forest Algorithm

Hazard Prediction of Water Inrush in Water-Rich Tunnels Based on Random Forest Algorithm

To prevent large-scale water inrush accidents during the excavation process of a water-rich tunnel, a method, based on a random forest (RF) algorithm, for predicting the hazard level of water inrush is proposed. By analyzing hydrogeological conditions, six factors were selected as evaluating indicat...

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Bibliographic Details
Main Authors: Nian Zhang, Mengmeng Niu, Fei Wan, Jiale Lu, Yaoyao Wang, Xuehui Yan, Caifeng Zhou
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Applied Sciences
Subjects:
random forest
water-rich tunnel
water inrush
data preprocessing
machine learning
Online Access:https://www.mdpi.com/2076-3417/14/2/867

Internet

https://www.mdpi.com/2076-3417/14/2/867

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