Improved Pre-miRNA Classification by Reducing the Effect of Class Imbalance

MicroRNAs (miRNAs) play important roles in the diverse biological processes of animals and plants. Although the prediction methods based on machine learning can identify nonhomologous and species-specific miRNAs, they suffered from severe class imbalance on real and pseudo pre-miRNAs. We propose a p...

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Detalles Bibliográficos
Autores principales: Zhong, Yingli, Xuan, Ping, Han, Ke, Zhang, Weiping, Li, Jianzhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4657081/
https://www.ncbi.nlm.nih.gov/pubmed/26640803
http://dx.doi.org/10.1155/2015/960108

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4657081/
https://www.ncbi.nlm.nih.gov/pubmed/26640803
http://dx.doi.org/10.1155/2015/960108

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