Retrospective Study
Copyright ©The Author(s) 2024.
World J Gastrointest Oncol. Aug 15, 2024; 16(8): 3507-3520
Published online Aug 15, 2024. doi: 10.4251/wjgo.v16.i8.3507
Figure 7
Figure 7 The SHapley Additive exPlanations plot of the random survival forest model. A dot on the SHapley Additive exPlanations plot represents a sample. Y-axis variables are sorted according to the variables’ importance. The X-axis represents the influence of variables on the model output outcome. The left side of X = 0.0 represents the negative effect of variables on the outcome, and the right side of X = 0.0 represents the positive effect of variables on the outcome. Taking lymph node ratio as an example, the higher the lymph node ratio level, the worse the prognosis of patients. LNR: Lymph node ratio; SHAP: SHapley Additive exPlanations.