Removing Class Imbalance using Polarity-GAN: An Uncertainty Sampling Approach

Kumari Deepshikha, Anugunj Naman

Class imbalance is a challenging issue in practical classification problems for deep learning models as well as for traditional models. Traditionally successful countermeasures suc…