Learning dynamic Bayesian network models via cross-validation.
José M. PeñaJohan BjörkegrenJesper TegnérPublished in: Pattern Recognit. Lett. (2005)
Keyphrases
- cross validation
- dynamic bayesian networks
- model selection
- learning algorithm
- cross validated
- training set
- prior knowledge
- active learning
- probabilistic model
- support vector
- supervised learning
- regression model
- reinforcement learning
- hyperparameters
- pairwise
- complex systems
- approximate inference
- bayesian networks
- image segmentation