An ensemble imbalanced classification method based on model dynamic selection driven by data partition hybrid sampling

Xin Gao,Bing Ren,Hao Zhang, Bohao Sun,Junliang Li,Jianhang Xu,Yang He,Kangsheng Li

Expert Systems with Applications（2020）

引用 44|浏览46

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摘要

•A novel data partition hybrid sampling is proposed.•A new over-sampling is proposed to strengthen the recognition of the minority class.•A model dynamic selection strategy is presented.

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关键词

Imbalanced classification,Ensemble learning,Data partition hybrid sampling,Model dynamic selection

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