Data complexity and classification accuracy correlation in oversampling algorithms

Joanna Komorniczak, Paweł Ksieniewicz, Michał Woźniak
Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, PMLR 183:175-186, 2022.

Cite this Paper

BibTeX
@InProceedings{pmlr-v183-komorniczak22a, title = {Data complexity and classification accuracy correlation in oversampling algorithms}, author = {Komorniczak, Joanna and Ksieniewicz, Pawe\l{} and Wo\'{z}niak, Micha\l{}}, booktitle = {Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications}, pages = {175--186}, year = {2022}, editor = {Moniz, Nuno and Branco, Paula and Torgo, Luís and Japkowicz, Nathalie and Wozniak, Michal and Wang, Shuo}, volume = {183}, series = {Proceedings of Machine Learning Research}, month = {23 Sep}, publisher = {PMLR}, pdf = {https://proceedings.mlr.press/v183/komorniczak22a/komorniczak22a.pdf}, url = {https://proceedings.mlr.press/v183/komorniczak22a.html} }
Endnote
%0 Conference Paper %T Data complexity and classification accuracy correlation in oversampling algorithms %A Joanna Komorniczak %A Paweł Ksieniewicz %A Michał Woźniak %B Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications %C Proceedings of Machine Learning Research %D 2022 %E Nuno Moniz %E Paula Branco %E Luís Torgo %E Nathalie Japkowicz %E Michal Wozniak %E Shuo Wang %F pmlr-v183-komorniczak22a %I PMLR %P 175--186 %U https://proceedings.mlr.press/v183/komorniczak22a.html %V 183
APA
Komorniczak, J., Ksieniewicz, P. & Woźniak, M.. (2022). Data complexity and classification accuracy correlation in oversampling algorithms. Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, in Proceedings of Machine Learning Research 183:175-186 Available from https://proceedings.mlr.press/v183/komorniczak22a.html.

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