Experiments on rule induction from incomplete data using three probabilistic approximations.
Patrick G. ClarkJerzy W. Grzymala-BussePublished in: GrC (2012)
Keyphrases
- incomplete data
- rule induction
- bayesian networks
- learning bayesian networks
- instance based learning
- rough sets
- decision rules
- knowledge discovery in databases
- missing values
- decision trees
- missing data
- em algorithm
- classification rules
- rough set theory
- rule induction algorithm
- rule sets
- incomplete data sets
- probabilistic model
- data mining
- error rate
- expectation maximization
- data analysis
- pattern recognition
- databases
- database