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Abstract:
Because the technology of classifiers ensemble can not only improve the performance of weak classifiers effectively but also can be added conveniently into existing text classification framework, it has been widely used in text classification and filtering field. After analysis of current technologies, the general framework of spam filtering was given. In addition, the technologies of spam filtering based on classifiers ensemble. Then an approach of classifiers ensemble based on corpus partition was proposed. Experimental results show that the approach can improve the accuracy of text classification. Besides, the resulting technology has been successfully implemented in the spam filtering system.
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Source :
Journal on Communication
ISSN: 1000-436X
Year: 2008
Issue: SUPPL.
Volume: 29
Page: 7-11
Cited Count:
WoS CC Cited Count: 0
SCOPUS Cited Count:
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 3
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