Decision tree ensemble construction incorporating feature values modification and random subspace method

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Decision tree ensemble construction incorporating feature values modification and random subspace method

The goal of ensemble construction with several classifiers is to achieve better generalization ability over individual classifiers.An ensemble method produces diverse classifiers and combines their decisions for ensemble’s decision. A number of methods have been investigated for constructing ensemb...

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Bibliographic Details
Main Authors:	Akhand, M. A. H, Rahman, M.M. Hafizur, Murase, K.
Format:	Proceeding Paper
Language:	English English
Published:	2014
Subjects:	TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Online Access:	http://irep.iium.edu.my/36732/ http://irep.iium.edu.my/36732/2/proceedings%28Selected_Pages%29.pdf http://irep.iium.edu.my/36732/4/Decision_tree_ensemble.pdf

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