The three‐factors model consisted of XRCC3 rs861539, XPG rs17655 and family history of cancer in first‐degree relatives and it was the strongest and best model with a CVC of 10/10 and the highest testing accuracy of 71.08%. The gene discussed is ERCC5; the disease is cancer.