Features selection and rule removal for frequent association rule based classification

• Main Authors: Mohd Shaharanee, Izwan Nizal, Jamil, Jastini
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: QA76 Computer software
• 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
• Institution: Universiti Utara Malaysia

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...