Classification of microarrays; synergistic effects between normalization, gene selection and machine learning

BACKGROUND: Machine learning is a powerful approach for describing and predicting classes in microarray data. Although several comparative studies have investigated the relative performance of various machine learning methods, these often do not account for the fact that performance (e.g. error rate...

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Detalles Bibliográficos
Autores principales: Önskog, Jenny, Freyhult, Eva, Landfors, Mattias, Rydén, Patrik, Hvidsten, Torgeir R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3229535/
https://www.ncbi.nlm.nih.gov/pubmed/21982277
http://dx.doi.org/10.1186/1471-2105-12-390

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