IEEE - Institute of Electrical and Electronics Engineers, Inc. - An Efficient SVM Classifier for Lopsided Corpora

2006 18th International Conference on Pattern Recognition

Author(s): XianFei Zhang ; BiCheng Li ; WangShi ; LuoCheng
Sponsor(s): IEEE CPS
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2006
Conference Location: Hong Kong, China
Conference Date: 20 August 2006
Volume: 1
Page(s): 1,144 - 1,147
ISBN (Paper): 0-7695-2521-0
ISSN (Paper): 1051-4651
DOI: 10.1109/ICPR.2006.242
Regular:

This paper explores application of SVM to lopsided-corpora in text categorization. By means of integrating kernel caching with shrinking policies effectively, an improved SVM training algorithm... View More

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