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Improved gene selection for classification of microarrays.

Pacific Symposium on Biocomputing, pp.53-64, (2003)

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In this paper we derive a method for evaluating and improving techniques for selecting informative genes from microarray data. Genes of interest are typically selected by ranking genes according to a test-statistic and then choosing the top k genes. A problem with this approach is that many of these genes are highly correlated. For classi...更多

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