Solving the Class Imbalance Problem Using a Counterfactual Method for Data Augmentation

Mohammed Temraz, Mark T. Keane

Learning from class imbalanced datasets poses challenges for many machine learning algorithms. Many real-world domains are, by definition, class imbalanced by virtue of having a ma…