Additional file 1.

This file contains Supplementary Tables S1 - S4. Supplementary Table S1 reports the Accession number, name, and putative function for selected genes in each data set. Supplementary Table S2 gives the comparison of LOOCV accuracy on nine cancer data sets for BMSF with results reported in literature. Supplementary Table S3 list the selected genes from 30 separate runs of BMSF on Leukemia data. Supplementary Table S4 reports the LOOCV accuracy of BMSF, random forest (GeneSrF), SVM-RFE, and 11 other variable selection criteria from RankGene and mRMR. The same number of genes (determined by BMSF) is used for all criteria except for random forest, which automatically determines the number of genes to be used.

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Zhang et al. BMC Bioinformatics 2012 13:298   doi:10.1186/1471-2105-13-298