Interpretable Patient Mortality Prediction with Multi-value Rule Sets

1 code implementation • 6 Jul 2018 • Tong Wang, Veerajalandhar Allareddy, Sankeerth Rampa, Veerasathpurush Allareddy

We propose a Bayesian framework for formulating a MRS model and propose an efficient inference method for learning a maximum \emph{a posteriori}, incorporating theoretically grounded bounds to iteratively reduce the search space and improve the search efficiency.

Mortality Prediction