On dynamic ensemble selection and data preprocessing for multi-class imbalance learning

Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti

Class-imbalance refers to classification problems in which many more instances are available for certain classes than for others. Such imbalanced datasets require special attention…