Learning Bayesian Networks With Discrete Variables From Data

  • Peter Spirtes ,
  • Chris Meek

in Proceedings of First International Conference on Knowledge Discovery and Data Mining, ® Montreal, QU

Published by Morgan Kaufmann | 1995 | Proceedings of First International Conference on Knowledge Discovery and Data Mining, ® Montreal, QU edition

This paper describes a new greedy Bayesian search algorithm (GBPS) and a new “combined” algorithm PC+GBPS for learning Bayesian networks. Simulation tests of these algorithms with previously published algorithms are presented.