Probabilistic model checking and Markov decision processes (MDPs) form two interlinked branches of formal analysis for systems operating under uncertainty. These techniques offer a mathematical ...

This is a preview. Log in through your library . Abstract Decision analysis offers powerful techniques to understand and evaluate uncertain clinical situations better. Decision analytic models are ...

Decision trees are useful for relatively small datasets that have a relatively simple underlying structure, and when the trained model must be easily interpretable, explains Dr. James McCaffrey of ...