Optimal Downsampling for Imbalanced Classification with Generalized Linear Models

Yan Chen, Jose Blanchet, Krzysztof Dembczynski +2

Downsampling or under-sampling is a technique that is utilized in the context of large and highly imbalanced classification models. We study optimal downsampling for imbalanced cla…