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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.