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Multicategory angle-based large-margin classification

Large-margin classifiers are popular methods for classification. Among existing simultaneous multicategory large-margin classifiers, a common approach is to learn k different functions for a k-class problem with a sum-to-zero constraint. Such a formulation can be inefficient. We propose a new multic...

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Bibliografiske detaljer
Udgivet i:Biometrika
Main Authors: Zhang, Chong, Liu, Yufeng
Format: Artigo
Sprog:Inglês
Udgivet: 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4629508/
https://ncbi.nlm.nih.gov/pubmed/26538663
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asu017
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