Features selection and rule removal for frequent association rule based classification

The performance of association rule based classification is notably deteriorated with the existence of irrelevant and redundant features and complex attributes.Association rules naturally often suffer from a large volume of rules generated, many of which are not interesting and useful.Thus, selecti...

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Bibliographic Details
Main Authors: Mohd Shaharanee, Izwan Nizal, Jamil, Jastini
Format: Conference or Workshop Item
Language:English
Published: 2013
Subjects:
Online Access:http://repo.uum.edu.my/12044/1/PID65.pdf
http://repo.uum.edu.my/12044/
http://www.icoci.cms.net.my/proceedings/2013/TOC.html
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