Evolving fuzzy pattern trees for binary classification on data streams.
Ammar ShakerRobin SengeEyke HüllermeierPublished in: Inf. Sci. (2013)
Keyphrases
- binary classification
- data streams
- multi class
- support vector
- learning problems
- cost sensitive
- multi label
- support vector machine
- multi class classification
- prediction accuracy
- ensemble methods
- decision trees
- generalization error
- binary classifiers
- class imbalance
- cross validation
- concept drift
- data sets
- text categorization
- feature selection
- data mining