Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization

Alejandro Rosales-Pérez, Salvador García, Francisco Herrera

Support vector machines (SVMs) are popular learning algorithms to deal with binary classification problems. They traditionally assume equal misclassification costs for each class;…