Complexity of Rule Sets Mined from Incomplete Data Using Probabilistic Approximations Based on Characteristic Sets.
Teresa MroczekPatrick G. ClarkJerzy W. Grzymala-BusseZdzislaw S. HippePublished in: KES (2023)
Keyphrases
- incomplete data
- rule sets
- bayesian networks
- association rules
- learning bayesian networks
- missing values
- missing data
- rule learning
- classification rules
- error rate
- em algorithm
- decision rules
- incomplete data sets
- fuzzy rules
- decision trees
- rough set theory
- probabilistic model
- membership functions
- data mining algorithms
- rule learner
- data mining
- active learning
- metadata