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Comparison of attribute selection methods for web texts categorization

This paper presents a study on the performance of attribute selection methods to be used with Ant-Miner algorithm for web text categorization.The new generated data set by each attribute selection method was classified with Ant-Miner to see the performance in terms of predictive accuracy and the num...

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Main Authors:	Saian, Rizauddin, Ku-Mahamud, Ku Ruhana
Format:	Conference or Workshop Item
Language:	English
Published:	2010
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://repo.uum.edu.my/4010/1/05474523.pdf http://repo.uum.edu.my/4010/ http://dx.doi.org/10.1109/ICCNT.2010.13
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id	my.uum.repo.4010
record_format	eprints
spelling	my.uum.repo.40102015-04-08T02:25:36Z http://repo.uum.edu.my/4010/ Comparison of attribute selection methods for web texts categorization Saian, Rizauddin Ku-Mahamud, Ku Ruhana QA75 Electronic computers. Computer science This paper presents a study on the performance of attribute selection methods to be used with Ant-Miner algorithm for web text categorization.The new generated data set by each attribute selection method was classified with Ant-Miner to see the performance in terms of predictive accuracy and the number of rules generated.The results of classification were also compared to C4.5 algorithm. 2010 Conference or Workshop Item PeerReviewed application/pdf en http://repo.uum.edu.my/4010/1/05474523.pdf Saian, Rizauddin and Ku-Mahamud, Ku Ruhana (2010) Comparison of attribute selection methods for web texts categorization. In: Second International Conference on Computer and Network Technology (ICCNT 2010), 23 - 25 April 2010, Bangkok, Thailand . http://dx.doi.org/10.1109/ICCNT.2010.13
institution	Universiti Utara Malaysia
building	UUM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Utara Malaysia
content_source	UUM Institutionali Repository
url_provider	http://repo.uum.edu.my/
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Saian, Rizauddin Ku-Mahamud, Ku Ruhana Comparison of attribute selection methods for web texts categorization
description	This paper presents a study on the performance of attribute selection methods to be used with Ant-Miner algorithm for web text categorization.The new generated data set by each attribute selection method was classified with Ant-Miner to see the performance in terms of predictive accuracy and the number of rules generated.The results of classification were also compared to C4.5 algorithm.
format	Conference or Workshop Item
author	Saian, Rizauddin Ku-Mahamud, Ku Ruhana
author_facet	Saian, Rizauddin Ku-Mahamud, Ku Ruhana
author_sort	Saian, Rizauddin
title	Comparison of attribute selection methods for web texts categorization
title_short	Comparison of attribute selection methods for web texts categorization
title_full	Comparison of attribute selection methods for web texts categorization
title_fullStr	Comparison of attribute selection methods for web texts categorization
title_full_unstemmed	Comparison of attribute selection methods for web texts categorization
title_sort	comparison of attribute selection methods for web texts categorization
publishDate	2010
url	http://repo.uum.edu.my/4010/1/05474523.pdf http://repo.uum.edu.my/4010/ http://dx.doi.org/10.1109/ICCNT.2010.13
_version_	1644278649796427776
score	13.209306

Comparison of attribute selection methods for web texts categorization

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