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Plant MicroRNA Prediction by Supervised Machine Learning Using C5.0 Decision Trees

MicroRNAs (miRNAs) are nonprotein coding RNAs between 20 and 22 nucleotides long that attenuate protein production. Different types of sequence data are being investigated for novel miRNAs, including genomic and transcriptomic sequences. A variety of machine learning methods have successfully predic...

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Detalles Bibliográficos
Autores principales: Williams, Philip H., Eyles, Rod, Weiller, Georg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3503367/
https://www.ncbi.nlm.nih.gov/pubmed/23209882
http://dx.doi.org/10.1155/2012/652979