Learning Confidence Bounds for Classification with Imbalanced Data

Matt Clifford, Jonathan Erskine, Alexander Hepburn +2

Class imbalance poses a significant challenge in classification tasks, where traditional approaches often lead to biased models and unreliable predictions. Undersampling and oversa…