Machine Learning Models for Slope Stability Classification of Circular Mode Failure: An Updated Database and Automated Machine Learning (AutoML) Approach - Ma, Junwei; Jiang, Sheng; Liu, Zhiyang; Ren, Zhiyuan; Lei, Dongze; Tan, Chunhai; Guo, Haixiang (Sensors (Basel, Switzerland), 2022)
Keywords: Algorithms; automated machine learning (AutoML); Automation; circular mode failure; Classification; Databases, Factual; Datasets; Equilibrium; Friction; Humans; hyperparameter tuning; Machine Learning; Neural networks; Performance evaluation; Risk assessment; ROC Curve; Shear strength; slope stability classification; stacked ensemble; Support vector machines; Sustainable development; Technology application; China; circular mode failure; slope stability classification; automated machine learning (AutoML); stacked ensemble; hyperparameter tuning