A novel index to evaluate discretization methods: A case study of flood susceptibility assessment based on random forest

Xianzhe Tang,Takashi Machimura,Wei Liu,Jiufeng Li,Haoyuan Hong

GEOSCIENCE FRONTIERS（2021）

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摘要

•An index to evaluate the suitability of discretization methods (DMs).•Information Change Rate (ICR) ndex i proposed.•The ICR can identify rational DMs for spatially continuous variables.

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关键词

Machine learning,Natural hazards,Information change rate,Discretization method

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