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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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| Publicado no: | Biomed Res Int |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Hindawi Publishing Corporation
2015
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4657081/ https://ncbi.nlm.nih.gov/pubmed/26640803 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2015/960108 |
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