Large Data Sets, Conditional Entropy and the Cooper-Herskovitz Bayesian Score.
Saaid BaratyDan A. SimoviciPublished in: FLAIRS Conference (2010)
Keyphrases
- conditional entropy
- information theory
- mutual information
- data sets
- bayes error rate
- marginal likelihood
- data analysis
- bayesian networks
- posterior distribution
- bayesian decision
- information theoretic
- score function
- bayesian learning
- gaussian process
- social networks
- computer vision
- bayesian analysis
- large scale data sets
- scoring function
- knn
- bayesian inference
- posterior probability
- model selection
- data driven
- level set