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Boosting with Lexicographic Programming: Addressing Class Imbalance without Cost Tuning

A large amount of research effort has been dedicated to adapting boosting for imbalanced classification. However, boosting methods are yet to be satisfactorily immune to class imbalance, especially for multi-class problems... (read more)

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