Hybrid-ensemble-based interpretable TSK fuzzy classifier for imbalanced data

Zekang Bian, Jin Zhang, Yusuke Nojima,Fu-lai Chung,Shitong Wang

Information Fusion（2023）

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摘要

•A hybrid-ensemble-based imbalanced interpretable TSK fuzzy classifier is proposed.•The novel training method, i.e., imbalanced residual sketch learning, is proposed.•The hybrid-ensemble-based classifier provides two kinds of interpretability.

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关键词

Imbalanced TSK fuzzy classifier,Ensemble learning,Hybrid ensemble structure,Generalization capability,Interpretability,Imbalanced residual sketch learning

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