Wang et al. used the personal features of 168 NSCLC patients coupled with EGFR mutant-drug binding free energy features to build a classification model to predict the drug response levels, and obtained a best testing accuracy of 95.83 % [35]. This evidence concerns the gene EGFR and non-small cell lung carcinoma.