Learning Bayesian Networks with Discrete Variables from Data

Peter Spirtes, Christopher Meek

Abstract: 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.