Abstract: Presented an efficient hybrid heuristic SGS-EM-PACOB algorithm for learning Bayesian network with missing values. It is based on scoring and searching method by using GS and EM data completion policies to attain statistic information, which is essential i

Key words: Learning bayesian network,Data completion policy, Hybrid heuristic