On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter
Tomi SilanderPetri KontkanenPetri MyllymäkiPublished in: CoRR (2012)
Keyphrases
- sample size
- bayesian network structure
- bayesian networks
- learning bayesian networks
- conditional independence
- directed acyclic graph
- statistical power
- search space
- model selection
- upper bound
- random sampling
- conditional probabilities
- structure learning
- hyperparameters
- maximum a posteriori
- scoring function
- markov blanket
- worst case
- progressive sampling
- network structure
- graphical models