An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced Classification

M Cavus, P Biecek - arXiv preprint arXiv:2405.01557, 2024 - arxiv.org
Predictive models may generate biased predictions when classifying imbalanced datasets.
This happens when the model favors the majority class, leading to low performance in …