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. This evidence concerns the gene CD3D and nasopharyngeal carcinoma.