Linear Bayes classification for mortality prediction

The paper describes our solution for PhysioNet challenge 2012, which finally achieved 4th place in Event 1 and 3rd place in Event 2. To predict mortality of ICU patients, we used simple linear Bayes classifier, for which we selected features using Social Impact Theory based Optimizer.