Who Learns Better Bayesian Network Structures: Constraint-Based, Score-based or Hybrid Algorithms?
Marco ScutariCatharina Elisabeth GraaflandJosé Manuel GutiérrezPublished in: PGM (2018)
Keyphrases
- hybrid algorithms
- bayesian network structures from data
- bayesian network structures
- equivalence classes
- learning bayesian networks
- marginal likelihood
- bayesian networks
- hybrid algorithm
- structure learning
- metaheuristic
- directed acyclic graph
- hill climbing
- bayesian network structure
- statistical data
- search space
- genetic algorithm
- evolutionary algorithm
- incomplete data
- model selection
- simulated annealing
- machine learning
- scoring function
- sat problem
- bi objective