Chi-squared-based vs. entropy-based mechanisms for building fuzzy discretizers, inducers and classifiers
Vasile Georgescu. University of Craiova
- Fuzzy Economic Review: Volume VII, Number 1. May 2002
- DOI: 10.25102/fer.2002.01.01
This paper proposes an automatic knowledge acquisition system that includes mechanisms for generating fuzzy partitions, inducing fuzzy decision trees and inferring fuzzy classifications. Both discretizer and inducer designing need a dissimilarity measure to choose the appropriate partitions and the most significant predictors among the candi-date ones. Although current approa-ches use…Read more...