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Combining classifiers for improved classification of proteins from sequence or structure

BACKGROUND: Predicting a protein's structural or functional class from its amino acid sequence or structure is a fundamental problem in computational biology. Recently, there has been considerable interest in using discriminative learning algorithms, in particular support vector machines (SVMs)...

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Autores principales: Melvin, Iain, Weston, Jason, Leslie, Christina S, Noble, William S
Formato: Artigo
Lenguaje:Inglês
Publicado: BioMed Central 2008
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC2561051/
https://ncbi.nlm.nih.gov/pubmed/18808707
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-9-389
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