Modeling flood susceptibility using data-driven approaches of naïve Bayes tree, alternating decision tree, and random forest methods

Wei Chen; Yang Li; Weifeng Xue; Himan Shahabi; Shaojun Li; Haoyuan Hong; Xiaojing Wang; Huiyuan Bian; Shuai Zhang; Biswajeet Pradhan; Baharin Bin Ahmad

doi:10.1016/j.scitotenv.2019.134979

Modeling flood susceptibility using data-driven approaches of naïve Bayes tree, alternating decision tree, and random forest methods

Wei Chen(Xi'an University of Science and Technology), Yang Li(Xi'an University of Science and Technology), Weifeng Xue(Xi'an University of Science and Technology), Himan Shahabi(University of Kurdistan), Shaojun Li(Institute of Rock and Soil Mechanics), Haoyuan Hong(Nanjing Normal University), Xiaojing Wang(Xi'an University of Science and Technology), Huiyuan Bian(Xi'an University of Science and Technology), Shuai Zhang(Xi'an University of Science and Technology), Biswajeet Pradhan(University of Technology Sydney), Baharin Bin Ahmad(University of Technology Malaysia)

The Science of The Total Environment

November 2, 2019

10.1016/j.scitotenv.2019.134979

Cited by 482

Abstract

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