A Dynamic Weighted Ensemble to Cope with Concept Drifting Classification.
Dengyuan WuKai WangTao HeJicheng RenPublished in: ICYCS (2008)
Keyphrases
- mining concept drifting data streams
- concept drifting data streams
- ensemble classifier
- training set
- classifier ensemble
- ensemble learning
- decision trees
- classification accuracy
- drift detection
- generalization ability
- feature selection
- concept drift
- classification algorithm
- ensemble methods
- feature space
- support vector
- support vector machine
- cost sensitive
- benchmark datasets
- training samples
- text classification
- concept drifting
- multi dimensional
- training data