Imbalanced Classification via a Tabular Translation GAN

no code implementations • 19 Apr 2022 • Jonathan Gradstein, Moshe Salhov, Yoav Tulpan, Ofir Lindenbaum, Amir Averbuch

When presented with a binary classification problem where the data exhibits severe class imbalance, most standard predictive methods may fail to accurately model the minority class.

Binary Classification Classification +2