Influence of Resampling on Accuracy of Imbalanced Classification

Evgeny Burnaev, Pavel Erofeev, Artem Papanov

In many real-world binary classification tasks (e.g. detection of certain objects from images), an available dataset is imbalanced, i.e., it has much less representatives of a one…