PBC4cip: A new contrast pattern-based classifier for class imbalance problems.

Octavio Loyola-González,Miguel Angel Medina-Pérez,José Fco. Martínez-Trinidad,Jesús Ariel Carrasco-Ochoa,Raúl Monroy,Milton García-Borroto

Knowledge-Based Systems（2017）

引用 74|浏览30

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摘要

•A new contrast pattern-based classifier for class imbalance problems is introduced.•PBC4cip is based on the support of the patterns and the class imbalance level.•PBC4cip outperforms several classifiers designed for class imbalance problems.

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关键词

Supervised classifier,Contrast patterns,Imbalanced databases

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