Equivalent Characterization of a Class of Conditional Probabilistic Independencies.
S. K. Michael WongCory J. ButzPublished in: Rough Sets and Current Trends in Computing (1998)
Keyphrases
- conditionally independent
- axiomatic characterization
- information systems
- conditional probabilities
- directed acyclic graph
- discrete valued
- equivalence class
- conditional independence
- generative model
- probabilistic model
- data driven
- data sets
- probability distribution
- probabilistic logic
- prior probabilities
- continuous valued
- training set
- bayesian networks
- knowledge base
- joint probability distributions