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...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2010
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| Online Access: | https://repo.uum.edu.my/id/eprint/4010/1/05474523.pdf |
| _version_ | 1825740252259549184 |
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| author | Saian, Rizauddin Ku-Mahamud, Ku Ruhana |
| author_facet | Saian, Rizauddin Ku-Mahamud, Ku Ruhana |
| author_sort | Saian, Rizauddin |
| collection | UUM |
| 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. |
| first_indexed | 2024-07-04T05:23:36Z |
| format | Conference or Workshop Item |
| id | uum-4010 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T05:23:36Z |
| publishDate | 2010 |
| record_format | eprints |
| spelling | uum-40102015-04-08T02:25:36Z https://repo.uum.edu.my/id/eprint/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 https://repo.uum.edu.my/id/eprint/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 |
| spellingShingle | QA75 Electronic computers. Computer science Saian, Rizauddin Ku-Mahamud, Ku Ruhana Comparison of attribute selection methods for web texts categorization |
| title | 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_short | Comparison of attribute selection methods for web texts categorization |
| title_sort | comparison of attribute selection methods for web texts categorization |
| topic | QA75 Electronic computers. Computer science |
| url | https://repo.uum.edu.my/id/eprint/4010/1/05474523.pdf |
| work_keys_str_mv | AT saianrizauddin comparisonofattributeselectionmethodsforwebtextscategorization AT kumahamudkuruhana comparisonofattributeselectionmethodsforwebtextscategorization |