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Gene Expression Profiles for Predicting Metastasis in Breast Cancer: A Cross-Study Comparison of Classification Methods

Machine learning has increasingly been used with microarray gene expression data and for the development of classifiers using a variety of methods. However, method comparisons in cross-study datasets are very scarce. This study compares the performance of seven classification methods and the effect...

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Detalhes bibliográficos
Main Authors: Burton, Mark, Thomassen, Mads, Tan, Qihua, Kruse, Torben A.
Formato: Artigo
Idioma:Inglês
Publicado em: The Scientific World Journal 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3515909/
https://ncbi.nlm.nih.gov/pubmed/23251101
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1100/2012/380495
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