Studies of Pathfinder Diagnostic Performance
Naïve Bayes performed considerably better than certainty factors and Dempster-Shafer Belief Functions.
Incorrect zero probabilities caused 10% of cases to be misdiagnosed.
Full Bayesian network model with feature dependencies did best.