INGB: Informed Nonlinear Granular Ball Oversampling Framework for Noisy Imbalanced Classification

Min Li, Hao Zhou, Qun Liu +2

In classification problems, the datasets are usually imbalanced, noisy or complex. Most sampling algorithms only make some improvements to the linear sampling mechanism of the synt…