As an example, we applied the SVM method to classify estrogen receptor positive (ER+) and negative (ER−) samples in the breast cancer data [24], which contained the expression profiles for 53 ER+ and 44 ER- breast cancer samples. Here, ESR1 is linked to breast carcinoma.