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Single Directional SMO Algorithm for Least Squares Support Vector Machines
Working set selection is a major step in decomposition methods for training least squares support vector machines (LS-SVMs). In this paper, a new technique for the selection of working set in sequential minimal optimization- (SMO-) type decomposition methods is proposed. By the new method, we can se...
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| Main Authors: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Hindawi Publishing Corporation
2013
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3590457/ https://ncbi.nlm.nih.gov/pubmed/23509447 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2013/968438 |
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