Fig. 4

Using machine learning techniques to determine the model genes for UC. (A-B) The LASSO regression selected 9 genes based on minimum lambda values; (C-D) 17 genes were identified using SVM; (E-F) RF assessed the importance of all genes to obtain four genes with scores for importance greater than 4; (G) The Venn diagram showing the intersection of three machine learning models; (H) Chromosomal locations of 3 model genes