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Multicategory Classification via Forward-Backward Support Vector Machine

In this paper, we propose a new algorithm to extend support vector machine (SVM) for binary classification to multicategory classification. The proposed method is based on a sequential binary classification algorithm: we first classify a target class by excluding the possibility of labeling as any o...

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Detalhes bibliográficos
Publicado no:Commun Math Stat
Main Authors: Zhou, Xuan, Wang, Yuanjia, Zeng, Donglin
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7962596/
https://ncbi.nlm.nih.gov/pubmed/33738177
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s40304-019-00179-2
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