DynSHAP: Towards Explainable Dynamic Survival Analysis
DynSHAP is proposed, a SHAP framework suited specifically for dynamic survival analysis that learns linear dependencies in features over time and uses conditional sampling to address them in explanations, and Temporal DynSHAP, which learns linear dependencies in features over time and uses conditional sampling to addre...