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
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…
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