The mRNA expression levels of genes (LCK, CD247, FYN, ZAP70, SH2D1A, CD3D, CD3E, and CD3G) from GSE102349 were selected to build RF and SVM models for NPC subtype prediction. The gene discussed is CD3E; the disease is nasopharyngeal carcinoma.