articleJournal of Machine Learning ResearchMar 1, 2002Closed access

On the algorithmic implementation of multiclass kernel-based vector machines

CCrammerKobySSingerYoram

Abstract

In this paper we describe the algorithmic implementation of multiclass kernel-based vector machines. Our starting point is a generalized notion of the margin to multiclass problems. Using this noti...

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880
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2

Topics & keywords

Topics
Keywords
  • Computer science
  • Artificial intelligence
  • Support vector machine
  • Kernel (algebra)
  • Machine learning
  • Multiclass classification
  • Kernel method
  • Relevance vector machine
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