Improved tree-based machine learning algorithms combining with bagging strategy for landslide susceptibility modeling
Tingyu Zhang, Renata Pacheco Quevedo, Huanyuan Wang, Quan Fu, Dan Luo, Tao Wang, Guilherme de Oliveira, Laurindo Antônio Guasselli, Camilo Daleles Rennó
Topics & Concepts
LandslideTopographic Wetness IndexData miningDecision treeTree (set theory)Computer sciencePruningAltitude (triangle)AlgorithmMachine learningRemote sensingGeologyMathematicsGeotechnical engineeringMathematical analysisAgronomyGeometryBiologyLandslides and related hazardsGeotechnical Engineering and AnalysisCryospheric studies and observations