The best classification results are obtained for subtypes Triple-Negative Breast Cancer (TNBC) and Luminal A (LumA), due to the scarcity of samples for other subtypes (especially Normal and Her2). This evidence concerns the gene ERBB2 and triple-negative breast carcinoma.