Data-driven survival modeling for breast cancer prognostics: A comparative study with machine learning and traditional survival modeling methods
Fig 3
Feature importance and beeswarm plot determined by mean absolute SHAP values for the random survival forest (RSF) model.
(A) SHAP value distribution for features, highlighting the relationship between feature values and their impact on model predictions. (B) Bar plot of mean absolute SHAP values by decreasing order of importance.