Chapter 14 Efficient Inference in General Hybrid Bayesian Networks for Classification

Bayesian network (BN), also known as probability belief network, causal network [1] [2] [3], is a graphical model for knowledge representation under uncertainty and a popular tool for probabilistic inference. It models dependence relationships between random variables involved in the problem domain by conditional probability distributions (CPDs). In the network, CPD is encoded in th