Adapting Fuzzy Points for Very-Imbalanced Datasets
Vicenç Soler, Jordi Roig, Marta Prim · 2006
RecBF networks come from RBF Networks, and are composed by a set of fuzzy points which describe the network. How to adapt these fuzzy points to work with very imbalanced datasets is described in this paper. Once the fuzzy points are found and adapted by the modifications proposed, they are included in a fuzzy system that classifies imbalanced datasets. The results showed will proof empirically that the proposed changes work well for very-imbalanced datasets