Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models with SHAP analysis
Shilong Yang, Jiayao Tan, Danyuan Luo, Yuzhou Wang, Xu Guo, Qiuyu Zhu, Chuanming Ma, Hanxiang Xiong
Topics & Concepts
Ensemble learningArtificial intelligenceMachine learningStatistical analysisLandslideStatistical learningSample (material)Computer scienceHeuristicSample size determinationDeep learningStatisticsGeologyMathematicsGeomorphologyChemistryChromatographyLandslides and related hazardsFire effects on ecosystemsFlood Risk Assessment and Management