A Learning Framework of Nonparallel Hyperplanes Classifier

A novel learning framework of nonparallel hyperplanes support vector machines (NPSVMs) is proposed for binary classification and multiclass classification. This framework not only includes twin SVM (TWSVM) and its many deformation versions but also extends them into multiclass classification problem...

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Detalles Bibliográficos
Autores principales: Yang, Zhi-Xia, Shao, Yuan-Hai, Jiang, Yao-Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4488010/
https://www.ncbi.nlm.nih.gov/pubmed/26167527
http://dx.doi.org/10.1155/2015/497617

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4488010/
https://www.ncbi.nlm.nih.gov/pubmed/26167527
http://dx.doi.org/10.1155/2015/497617

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