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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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Detalles Bibliográficos
Autores principales: Liao, Zhijun, Ju, Ying, Zou, Quan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4978840/
https://www.ncbi.nlm.nih.gov/pubmed/27529053
http://dx.doi.org/10.1155/2016/8309253