Full Bayesian network classifiers

@inproceedings{Su2006FullBN,
  title={Full Bayesian network classifiers},
  author={Jiang Su and Harry Zhang},
  booktitle={ICML},
  year={2006}
}
The structure of a Bayesian network (BN) encodes variable independence. Learning the structure of a BN, however, is typically of high computational complexity. In this paper, we explore and represent variable independence in learning conditional probability tables (CPTs), instead of in learning structure. A full Bayesian network is used as the structure and… CONTINUE READING

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