Research Paper Volume 16, Issue 5 pp 4563—4578
Machine learning-based endoplasmic reticulum-related diagnostic biomarker and immune microenvironment landscape for osteoarthritis
Figure 4. Feature ERRGs biomarkers identification using LASSO and RF machine learning algorithm. (A) LASSO algorithm for selecting feature ERRGs related biomarkers. (B) The importance ranking of 10 pivotal DE-ERRGs via RF algorithm. (C) Identification of feature ERRGs biomarkers via RF and LASSO machine learning algorithms. (D) Pearson correlation analysis of HSPA5, UBL4A, ATF4 and PPP1R15A.