Data complexity and classification accuracy correlation in oversampling algorithms

Joanna Komorniczak, Pawel Ksieniewicz, Michal Wozniak 0001. Data complexity and classification accuracy correlation in oversampling algorithms. In Nuno Moniz, Paula Branco, Luís Torgo, Nathalie Japkowicz, Michal Wozniak 0001, Shuo Wang, editors, Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA 2022, Grenoble, France, September 23, 2022. Volume 183 of Proceedings of Machine Learning Research, pages 175-186, PMLR, 2022. [doi]

Abstract

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