A Transformational Characterization of Equivalent Bayesian Network Structures
David Maxwell ChickeringPublished in: CoRR (2013)
Keyphrases
- bayesian network structures
- bayesian network structures from data
- equivalence classes
- bayesian networks
- learning bayesian networks
- structure learning
- learning bayesian networks from data
- bayesian network structure
- directed acyclic graph
- database
- statistical data
- learning algorithm
- search space
- random walk
- incomplete data
- marginal likelihood