A dynamic model of classifier competence based on the local fuzzy confusion matrix and the random reference classifier

Nowadays, multiclassifier systems (MCSs) are being widely applied in various machine learning problems and in many different domains. Over the last two decades, a variety of ensemble systems have been developed, but there is still room for improvement. This paper focuses on developing competence and...

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Bibliographic Details
Main Authors: Trajdos Pawel, Kurzynski Marek
Format: Article
Language:English
Published: Sciendo 2016-03-01
Series:International Journal of Applied Mathematics and Computer Science
Subjects:
Online Access:https://doi.org/10.1515/amcs-2016-0012