Evaluation of the prediction effectiveness for geochemical mapping using machine learning methods: A case study from northern Guangdong Province in China
Songjian Lv, Ying Zhu, Li Cheng, Jingru Zhang, Wenjie Shen, Xingyuan Li
Topics & Concepts
Random forestKrigingSupport vector machineTopographic Wetness IndexDecision treeArtificial neural networkGradient boostingComputer scienceArtificial intelligenceRidgeMachine learningRegressionEnvironmental scienceData miningStatisticsMathematicsGeologyCartographyRemote sensingGeographyDigital elevation modelGeochemistry and Geologic MappingSoil Geostatistics and MappingRemote-Sensing Image Classification