On the Construction of the Inclusion Boundary Neighbourhood for Markov Equivalence Classes of Bayesian Network Structures
Vincent AuvrayLouis WehenkelPublished in: CoRR (2013)
Keyphrases
- bayesian network structures
- equivalence classes
- equivalence class
- markov equivalence classes
- directed acyclic graph
- learning bayesian networks
- learning bayesian networks from data
- bayesian network structures from data
- bayesian networks
- structure learning
- bayesian network structure
- statistical data
- conditional independence
- parameter estimation
- level set
- search algorithm
- feature selection