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ReliefSeq: A Gene-Wise Adaptive-K Nearest-Neighbor Feature Selection Tool for Finding Gene-Gene Interactions and Main Effects in mRNA-Seq Gene Expression Data

Relief-F is a nonparametric, nearest-neighbor machine learning method that has been successfully used to identify relevant variables that may interact in complex multivariate models to explain phenotypic variation. While several tools have been developed for assessing differential expression in sequ...

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Detalles Bibliográficos
Autores principales:	McKinney, Brett A., White, Bill C., Grill, Diane E., Li, Peter W., Kennedy, Richard B., Poland, Gregory A., Oberg, Ann L.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2013
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3858248/ https://www.ncbi.nlm.nih.gov/pubmed/24339943 http://dx.doi.org/10.1371/journal.pone.0081527

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