Potential Anchoring for imbalanced data classification

Pattern Recognition（2021）

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摘要

•Proposal of potential resemblance loss for measuring relative class distribution shape.•Proposal of unified over and undersampling framework based on potential resemblance.•Proposal of data difficulty index for evaluation of dataset complexity.•Experimental evaluation of the proposed approach.•Examination of factors influencing the relative performance of the proposed approach.

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关键词

Machine learning,Classification,Imbalanced data,Oversampling,Undersampling,Radial basis functions

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