Interpretable Patient Mortality Prediction with Multi-value Rule Sets

Tong Wang, Veerajalandhar Allareddy, Sankeerth Rampa +1

We propose a Multi-vAlue Rule Set (MRS) model for in-hospital predicting patient mortality. Compared to rule sets built from single-valued rules, MRS adopts a more generalized form…