Ensembles of Abstaining Classifiers Based on Rule Sets.
Jerzy BlaszczynskiJerzy StefanowskiMagdalena ZajacPublished in: ISMIS (2009)
Keyphrases
- rule sets
- roc analysis
- decision trees
- class distribution
- receiver operating characteristic
- decision rules
- rule induction algorithm
- classification rules
- learning classifier systems
- roc curve
- naive bayes
- breast cancer
- error rate
- rough set theory
- training data
- association rules
- cross validation
- rule learning
- base classifiers
- ensemble methods
- machine learning
- machine learning algorithms
- fuzzy rules
- training set
- logistic regression
- test set
- rough sets
- class imbalance
- support vector
- data sets
- machine learning methods
- membership functions
- knowledge discovery
- feature selection