Confidence-Based Voting for the Design of Interpretable Ensembles with Fuzzy Systems

In this study, a new voting procedure for combining the fuzzy logic based classifiers and other classifiers called confidence-based voting is proposed. This method combines two classifiers, namely the fuzzy classification system, and for the cases when the fuzzy system returns high confidence levels...

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Bibliographic Details
Main Authors: Vladimir Stanovov, Shakhnaz Akhmedova, Yukihiro Kamiya
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/13/4/86