Research Paper Volume 16, Issue 3 pp 2774—2788
Machine learning-based B cell-related diagnostic biomarker signature and molecular subtypes characteristic of ulcerative colitis
Figure 3. Machine learning based BRGs diagnostic biomarkers identification. (A, B) LASSO analysis of 32 pivotal BRGs related gene signatures. (C, D) The importance calculation of BRGs related gene signatures via RF algorithm. (E) Identification of BRGs related diagnostic biomarkers via RF and LASSO. (F) Potential correlation analysis of 3 BRGs related diagnostic biomarkers.