Incremental construction of rule ensembles using classifiers produced by different class orderings.
Olcay Taner YildizAydin UlasPublished in: ICPR (2016)
Keyphrases
- decision trees
- ensemble learning
- classifier ensemble
- support vector
- multiclass classification
- incremental learning
- majority vote
- multiple classifier systems
- ensemble classifier
- class labels
- training data
- weighted voting
- diversity measures
- rule sets
- feature selection
- class membership
- classification algorithm
- multi class problems
- imbalanced data
- training set
- association rules
- binary classification problems
- majority voting
- rule induction algorithm
- semi supervised learning
- feature extraction
- feature space
- nearest neighbour
- learning machines
- classification systems
- multi class
- svm classifier
- feature set
- test set
- naive bayes