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Table 3 Classification performance of lists of genes from t-test and CASh.

From: Combining Shapley value and statistics to the analysis of gene expression data in children exposed to air pollution

Gene list size

CASh

t-test

33

78.7%

82.9%

159

78.7%

82.9%

434

87.2%

87.2%

  1. Classification acuracy based on clusters provided by hierarchical clustering performed on lists of genes selected by CASh and t-test with equal number of genes. Gene lists size is given by the number of genes selected by CASh at p smaller than 0.001, 0.01 and 0.05, respectively.
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BMC Bioinformatics

ISSN: 1471-2105

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