Bayesian networks

摘要

Bayesian networks are probabilistic models that can be used for prediction and decision making under uncertainty. In order to use Bayesian networks for practical applications, learning (model construction) from actual data is important. In this paper, we show a model, probabilistic reasoning, statistical learning of Bayesian network. Applications of Bayesian network are also introduced.