Besides, some known AD risk genes (such as APOE, PICALM and BIN1) were recovered with the final SVM model, and the probabilities of them being classified as AD risk genes are ranged from 0.723–0.783 and shown in Supplementary Table S5. The gene discussed is PICALM; the disease is Alzheimer disease.