Experiments on mining inconsistent data with bagging and the MLEM2 rule induction algorithm.
Clinton CohaganJerzy W. Grzymala-BusseZdzislaw S. HippePublished in: Int. J. Granul. Comput. Rough Sets Intell. Syst. (2012)
Keyphrases
- rule induction
- rule induction algorithm
- decision trees
- machine learning
- data mining
- knowledge discovery
- random forests
- decision rules
- knowledge discovery in databases
- ensemble methods
- classification rules
- random forest
- pattern mining
- interesting patterns
- rule sets
- training data
- sequential patterns
- rough sets
- rough set theory
- data mining algorithms
- itemsets
- supervised learning
- sequential pattern mining
- nearest neighbor
- learning algorithm
- subgroup discovery
- temporal events
- active learning