The Hidden Influence of Latent Feature Magnitude When Learning with Imbalanced Data

Damien A. Dablain, Nitesh V. Chawla

Machine learning (ML) models have difficulty generalizing when the number of training class instances are numerically imbalanced. The problem of generalization in the face of data…