92.31%, and 70.37%, respectively, with only six features, that is Carcinoma In Situ associated with invasive component, ki67, ER, lymph Nodes stage, Tumor size stage, and histological Grade selected by SVM-RFE technique. The gene discussed is MKI67; the disease is neoplasm.