Data Sheet 1_Tunnel water inflow prediction using explainable machine learning and augmented partially missing dataset.zip

<p>Accurate prediction of water inrush volumes is essential for safeguarding tunnel construction operations. This study proposes a method for predicting tunnel water inrush volumes, leveraging the eXtreme Gradient Boosting (XGBoost) model optimized with Bayesian techniques. To maximize the uti...

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Bibliographic Details
Main Author: Shengdong Ju (21178127) (author)
Other Authors: Guangzhao Ou (21178130) (author), Tao Peng (81319) (author), Yanning Wang (5143841) (author), Quanlin Song (21178133) (author), Peng Guan (102746) (author)
Published: 2025
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