Cervantes Canales, Jair; García Lamont, Farid; Rodríguez Mazahua, Lisbeth; LOPEZ CHAU, ASDRUBAL; RUIZ CASTILLA, JOSE SERGIO; Trueba Espinosa, Adrián
(Neurocomputing, 2016-11-01)
Support Vector Machines (SVM) have shown excellent generalization power in classification problems. However, on skewed data-sets, SVM learns a biased model that affects the classifier performance, which is severely damaged ...