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]

@inproceedings{StandoCB23,
  title = {The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems},
  author = {Adrian Stando and Mustafa Cavus and Przemyslaw Biecek},
  year = {2023},
  url = {https://proceedings.mlr.press/v241/stando24a.html},
  researchr = {https://researchr.org/publication/StandoCB23},
  cites = {0},
  citedby = {0},
  pages = {16-30},
  booktitle = {Fifth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 18 September 2023, LIDTA@ECML-PKDD, Turin, Italy},
  editor = {Nuno Moniz and Paula Branco and Luís Torgo and Nathalie Japkowicz and Michal Wozniak 0001 and Shuo Wang},
  volume = {241},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}