Search Results for author: Mateusz Krzyziński

Found 2 papers, 1 papers with code

SurvSHAP(t): Time-dependent explanations of machine learning survival models

1 code implementation23 Aug 2022 Mateusz Krzyziński, Mikołaj Spytek, Hubert Baniecki, Przemysław Biecek

Experiments on synthetic and medical data confirm that SurvSHAP(t) can detect variables with a time-dependent effect, and its aggregation is a better determinant of the importance of variables for a prediction than SurvLIME.

Time-to-Event Prediction

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