A Characterization of the Combined Effects of Overlap and Imbalance on the SVM Classifier

Misha Denil, Thomas Trappenberg

In this paper we demonstrate that two common problems in Machine Learning---imbalanced and overlapping data distributions---do not have independent effects on the performance of SV…