Introducing DeepBalance: Random Deep Belief Network Ensembles to Address Class Imbalance

Peter Xenopoulos

Class imbalance problems manifest in domains such as financial fraud detection or network intrusion analysis, where the prevalence of one class is much higher than another. Typical…