Multi-Class Imbalanced Learning with Support Vector Machines via Differential Evolution

Zhong-Liang Zhang, Jie Yang, Jian-Ming Ru +2

Support vector machine (SVM) is a powerful machine learning algorithm to handle classification tasks. However, the classical SVM is developed for binary problems with the assumptio…