Integrating TANBN with cost sensitive classification algorithm for imbalanced data in medical diagnosis

Dan Gan,Jiang Shen,Bang An,Man Xu,Na Liu

Computers & Industrial Engineering（2020）

引用 52|浏览18

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摘要

•Propose AdaC-TANBN algorithm for imbalanced data in medical diagnosis.•Use variable misclassification cost determined by samples distribution probability.•It can more accurately reflect the punishment of minority misclassification.•The experiments achieve good performances.

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关键词

TANBN,Cost sensitive,Integrated learning,Classification algorithm,Imbalanced data,Medical diagnosis

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