Application of an ensemble learning model based on random subspace and a J48 decision tree for landslide susceptibility mapping: a case study for Qingchuan, Sichuan, China
Yangchun Li, Feikai Lin, Xiangang Luo, Shuang Zhu, Jiang Li, Zhanya Xu, Xiuwei Liu, Shungen Luo, Guangjie Huo, Liangsheng Peng, Haiping Feng
Topics & Concepts
C4.5 algorithmDecision treeOverfittingLandslideSubspace topologyComputer scienceData miningEnsemble learningArtificial neural networkArtificial intelligenceNaive Bayes classifierCartographyMachine learningSupport vector machineGeologyGeographyGeomorphologyLandslides and related hazardsCryospheric studies and observationsGeotechnical Engineering and Analysis