Fast and economic integration of new classes on the fly in evolving fuzzy classifiers using class decomposition.
Edwin LughoferEva WeiglWolfgang HeidlChristian EitzingerThomas RadauerPublished in: FUZZ-IEEE (2015)
Keyphrases
- class labels
- multi class problems
- class membership
- single class
- discriminant functions
- class hierarchy
- binary classification problems
- classification trees
- multiple classes
- multiclass classification
- labeled samples
- support vector
- multi class
- positive and negative examples
- decision functions
- data integration
- rare class
- data fusion
- error correcting output codes
- training set
- decision trees
- object instances
- class imbalanced
- linear discriminant
- positive data
- class probabilities
- multi class classification
- decision boundary
- object classes
- machine learning algorithms
- training data
- target class
- linear classifiers
- test set
- unlabeled data
- feature set
- trained classifiers
- tractable cases