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An Integrated Approach for Identifying Wrongly Labelled Samples When Performing Classification in Microarray Data

BACKGROUND: Using hybrid approach for gene selection and classification is common as results obtained are generally better than performing the two tasks independently. Yet, for some microarray datasets, both classification accuracy and stability of gene sets obtained still have rooms for improvement...

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Detalles Bibliográficos
Autores principales: Leung, Yuk Yee, Chang, Chun Qi, Hung, Yeung Sam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3474777/
https://www.ncbi.nlm.nih.gov/pubmed/23082127
http://dx.doi.org/10.1371/journal.pone.0046700