Abstaining in rule set bagging for imbalanced data.
Krystyna NapieralaJerzy StefanowskiPublished in: Log. J. IGPL (2015)
Keyphrases
- imbalanced data
- rule sets
- decision trees
- decision rules
- error rate
- classification rules
- association rules
- ensemble methods
- class distribution
- linear regression
- random forest
- fuzzy rules
- membership functions
- rough set theory
- classification models
- feature selection
- support vector machine
- base classifiers
- ensemble classifier
- sampling methods
- class imbalance
- machine learning
- data mining
- fuzzy logic
- logistic regression
- rough sets
- training data