Deep Similarity Learning Loss Functions in Data Transformation for Class Imbalance

Damian Horna, Lango Mateusz, Jerzy Stefanowski

Improving the classification of multi-class imbalanced data is more difficult than its two-class counterpart. In this paper, we use deep neural networks to train new representation…