Abstract: Feature selection is an essential step to perform cancer classification with DNA microarrays,for there are a large number of genes from which to predict classes and a relatively small number of samples. Rough set theory is a tool for reducing redundancy i

Key words: Gene expression data, Feature selection, Rough sets, Fuzzy rough sets, Mutual information