Entropy-based pruning for learning Bayesian networks using BIC.
Cassio P. de CamposMauro ScanagattaGiorgio CoraniMarco ZaffalonPublished in: Artif. Intell. (2018)
Keyphrases
- learning bayesian networks
- incomplete data
- statistical data
- bayesian networks
- model selection
- search space
- bayesian information criterion
- conditional independence
- cross validation
- structure learning
- missing values
- missing data
- marginal likelihood
- bayesian network structures
- em algorithm
- maximum likelihood
- information criterion
- mixture model
- learning algorithm
- machine learning