Importance score as calculated by XGBoost shows that Bax, GSK3. alpha. beta, E-cadherin, Rab11, Caveolin. 1 and Collagen_VI contribute to the high classification accuracy of tumor and normal tissue in breast cancer (Fig 3b). The gene discussed is BAX; the disease is breast cancer.