Complexity of Rule Sets Induced from Incomplete Data with Attribute-concept Values and "Do Not Care" Conditions.
Patrick G. ClarkJerzy W. Grzymala-BussePublished in: DATA (2014)
Keyphrases
- incomplete data
- rule sets
- missing attribute values
- attribute values
- missing values
- missing data
- learning bayesian networks
- rule learning
- error rate
- irrelevant attributes
- decision rules
- classification rules
- em algorithm
- association rules
- rule induction
- bayesian networks
- rough set theory
- decision trees
- incomplete data sets
- fuzzy rules
- data mining algorithms
- membership functions
- image data
- probabilistic model
- active learning
- data mining