Mariana A. Souza

Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning

2018 · International Journal of Pattern Recognition and Artificial Intelligence

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 because traditional classifiers generally favor the majority class which has …