Kernel-Free Universum Quadratic Surface Twin Support Vector Machines for Imbalanced Data

Hossein Moosaei, Milan Hladík, Ahmad Mousavi +2

Binary classification tasks with imbalanced classes pose significant challenges in machine learning. Traditional classifiers often struggle to accurately capture the characteristic…