Novelty detection algorithm for data streams multi-class problems.
Elaine R. FariaJoão GamaAndré C. P. L. F. de CarvalhoPublished in: SAC (2013)
Keyphrases
- detection algorithm
- multi class problems
- data streams
- multi class
- active learning
- detection method
- detection accuracy
- class imbalance
- concept drift
- naive bayes
- outlier detection
- change detection
- detection rate
- cost sensitive learning
- multi class classification
- logistic regression
- binary classification problems
- data distribution
- moving objects
- decision trees
- weak classifiers
- cost sensitive
- multiple instance learning
- supervised learning
- classification accuracy
- face recognition