[HTML][HTML] SurvSHAP (t): time-dependent explanations of machine learning survival models

M Krzyziński, M Spytek, H Baniecki, P Biecek - Knowledge-Based Systems, 2023 - Elsevier
Abstract Machine and deep learning survival models demonstrate similar or even improved
time-to-event prediction capabilities compared to classical statistical learning methods yet …

survex: an R package for explaining machine learning survival models

M Spytek, M Krzyziński, SH Langbein, H Baniecki… - …, 2023 - academic.oup.com
Due to their flexibility and superior performance, machine learning models frequently
complement and outperform traditional statistical survival models. However, their …