Fig. 3
From: Exploring an immune cells-related molecule in STEMI by bioinformatics analysis
Hub genes identification based on three machine learning algorithms. (A, B) LASSO logistic regression model was applied to screen hub genes, and partial likelihood deviance with 10-fold cross-validation was utilized to calculate the best lambda. The accuracy (C) and the error (D) of the feature selection in the SVM-RFE algorithm for hub gene selection. (E) Random forest algorithm showed the top 16 genes with an importance greater than 2. (F) Venn diagram of hub genes screened by three machine learning algorithms.