From our t-test analysis, only 13 features of the 107 were not found to have significantly different cancerous and non-cancerous regions, and thus we chose to use the same 10 features used for our regression analysis in this model to determine whether these features alone could determine BCR risk and cancer presence and prevent model overfitting. The gene discussed is BCR; the disease is cancer.