Discussion on the tree-based machine learning model in the study of landslide susceptibility
Qiang Liu, Aiping Tang, Ziyuan Huang, Lixin Sun, Xiaosheng Han
Topics & Concepts
Boosting (machine learning)MulticollinearityRandom forestLandslideSupport vector machineArtificial intelligenceMachine learningDecision treeTree (set theory)Computer scienceGradient boostingData miningStatisticsMathematicsRegression analysisGeologyGeomorphologyMathematical analysisLandslides and related hazardsFire effects on ecosystemsTree Root and Stability Studies