Adaptive kernel-density approach for imbalanced binary classification

Kotaro J. Nishimura, Yuichi Sakumura, Kazushi Ikeda

Class imbalance is a common challenge in real-world binary classification tasks, often leading to predictions biased toward the majority class and reduced recognition of the minori…