Learning rate of support vector machine for ranking

• Autores: Heng Chen, Di-Rong Chen
• Localización: Journal of approximation theory, ISSN 0021-9045, Vol. 188, Nº 1, 2014, págs. 57-68
• Idioma: inglés
• DOI: 10.1016/j.jat.2014.08.004
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• Resumen

  • 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.