The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems

Adrian Stando, Mustafa Cavus, Przemyslaw Biecek. The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems. In Nuno Moniz, Paula Branco, Luís Torgo, Nathalie Japkowicz, Michal Wozniak 0001, Shuo Wang, editors, Fifth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 18 September 2023, LIDTA@ECML-PKDD, Turin, Italy. Volume 241 of Proceedings of Machine Learning Research, pages 16-30, PMLR, 2023. [doi]

Authors

Adrian Stando

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Mustafa Cavus

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Przemyslaw Biecek

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