An Empirical Evaluation of Costs and Benefits of Simplifying Bayesian Networks by Removing Weak Arcs.
Parot RatnapindaMarek J. DruzdzelPublished in: FLAIRS Conference (2014)
Keyphrases
- bayesian networks
- cost savings
- cost reduction
- learning bayesian networks
- conditional probabilities
- conditional independence
- structure learning
- expert knowledge
- probabilistic reasoning
- cost benefit
- probabilistic modeling
- cost sensitive learning
- bayesian belief networks
- total cost
- probabilistic model
- expected cost
- domain knowledge
- search engine
- machine learning
- bayesian network structures
- database