Ensembles of diverse classifiers using synthetic training data

The goal of an ensemble construction with several classifiers is to achieve better generalization than that of a single classifier. And proper diversity among classifiers is considered as the condition for an ensemble construction. This paper investigates synthetic pattern for diversity among class...

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Bibliographic Details
Main Authors: Akhand, M.A.H, Shill, P.C., Rahman, M.M. Hafizur, Murase, K.
Format: Conference or Workshop Item
Language:English
Published: 2012
Subjects:
Online Access:http://irep.iium.edu.my/24981/
http://irep.iium.edu.my/24981/1/1051C.pdf

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