Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data

BACKGROUND: Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of data classification problems. Since the process of generating models in traditional multicategory support vector machines for large datasets is very computational...

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Bibliografiske detaljer
Main Authors: Zhang, Chaoyang, Li, Peng, Rajendran, Arun, Deng, Youping, Chen, Dequan
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2006
Fag:
Research
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC1780126/
https://ncbi.nlm.nih.gov/pubmed/17217507
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-7-S4-S15
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