Bayesian Network Classifier for Medical Data Analysis

@inproceedings{Reiz2009BayesianNC,
  title={Bayesian Network Classifier for Medical Data Analysis},
  author={Beata Reiz and Lehel Csat{\'o}},
  year={2009}
}
Bayesian networks encode causal relations between variables using probability and graph theory. They can be used both for prediction of an outcome and interpretation of predictions based on the encoded causal relations. In this paper we analyse a tree-like Bayesian network learning algorithm optimised for classification of data and we give solutions to the interpretation and analysis of predictions. The classification of logical – i.e. binary – data arises specifically in the field of medical… CONTINUE READING