In this study, we aimed to directly distinguish between EGFR (+) and EGFR (-) and then differentiate between two common subtypes of EGFR mutations, ex19Del and L858R, using DL and ML analysis of primary lung adenocarcinoma. The gene discussed is EGFR; the disease is lung adenocarcinoma.