Evolving Fuzzy Pattern Trees for Binary Classification on Data Streams.
Ammar ShakerRobin SengeEyke HüllermeierPublished in: LWA (2011)
Keyphrases
- binary classification
- data streams
- multi class
- support vector
- learning problems
- cost sensitive
- multi class classification
- multi label
- support vector machine
- generalization error
- concept drift
- decision trees
- class imbalance
- data sets
- ensemble methods
- prediction accuracy
- binary classifiers
- active learning
- text categorization
- image classification
- training data
- machine learning
- change detection
- unsupervised learning
- feature selection