The hereditary breast cancer data used in this example was published by Hedenfalk et al. [28], in which cDNA microarrays were used in conjunction with classification algorithms to show the feasibility of using the differences in global gene expression profiles to separate BRCA1 and BRCA2/sporadic. The gene discussed is BRCA1; the disease is breast carcinoma.