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. 2025 Jun 19;18:3239–3251. doi: 10.2147/IJGM.S521565

Figure 3.

Figure 3

Screening of key genes by machine learning. (A and B) Lasso regression. (C) SVM-RFE.(D and E) RF algorithm. (F) Intersection genes identified by machine learning. (G) The ROC curves demonstrate the screening performance of the three machine learning algorithms. (H) Reverse Cumulative Distribution of Absolute Residuals for Lasso, Random Forest, and SVM Models.