Inductive inference and argumentation methods in modern intelligent decision support systems
В. Н. Вагин, Oleg Morosin, Marina Fomina · Journal of Computer and Systems Sciences International · 2016
Improvement of the classification quality for the generalization problem is considered. In order to improve the classification models produced by generalization algorithms, it is proposed to use argumentation methods based on defeasible reasoning with justification degrees. New methods and algorithms are proposed, and experimental results on various test data sets are described, including instances with noisy initial data.