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Learning rate of support vector machine for ranking.

Authors :
Chen, Heng
Chen, Di-Rong
Source :
Journal of Approximation Theory. Dec2014, Vol. 188, p57-68. 12p.
Publication Year :
2014

Abstract

The ranking problem has received increasing attention in both the statistical and machine learning literature. This paper considers support vector machines for ranking. Under some mild conditions, a learning rate is established. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00219045
Volume :
188
Database :
Academic Search Index
Journal :
Journal of Approximation Theory
Publication Type :
Academic Journal
Accession number :
99282086
Full Text :
https://doi.org/10.1016/j.jat.2014.08.004