For predicting the TERT promoter mutation status in glioma patients, we utilized a combination of feature selection methods, including ANOVA, Relief, and RFE, along with classification algorithms such as LR, LRLasso, SVM, AE, LDA, and NB. Here, TERT is linked to glioma.