From imprecise probability assessments to conditional probabilities with quasi additive classes of conditioning events.
Giuseppe SanfilippoPublished in: UAI (2012)
Keyphrases
- conditional probabilities
- class labels
- probability distribution
- bayesian networks
- subjective probabilities
- probabilistic inference
- posterior probability
- probabilistic model
- random variables
- belief networks
- joint distribution
- prior probabilities
- causal knowledge
- probability measures
- bayesian model
- discrete random variables
- bayesian belief networks
- network parameters
- bayesian network structure
- joint probability
- directed acyclic graph
- training data
- causal relationships
- graphical models
- multi dimensional
- data warehouse
- prior distribution
- independence assumption
- pairwise
- decision trees
- data mining