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Prediction of G Protein-Coupled Receptors with SVM-Prot Features and Random Forest

G protein-coupled receptors (GPCRs) are the largest receptor superfamily. In this paper, we try to employ physical-chemical properties, which come from SVM-Prot, to represent GPCR. Random Forest was utilized as classifier for distinguishing them from other protein sequences. MEME suite was used to d...

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Detalhes bibliográficos
Publicado no:Scientifica (Cairo)
Main Authors: Liao, Zhijun, Ju, Ying, Zou, Quan
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4978840/
https://ncbi.nlm.nih.gov/pubmed/27529053
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/8309253
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