An information theoretic scoring function in belief network.
Muhammad NaeemSohail AsgharPublished in: Int. Arab J. Inf. Technol. (2014)
Keyphrases
- scoring function
- information theoretic
- belief networks
- graphical models
- structure learning
- mutual information
- log likelihood
- information theory
- probabilistic inference
- probabilistic reasoning
- conditional probabilities
- minimum description length
- ranking functions
- probability distribution
- bayesian networks
- belief propagation
- bregman divergences
- cross entropy
- probabilistic model
- conditional independence
- parameter estimation
- markov random field