Random Forest Based Approach for Concept Drift Handling.
Alexei V. ZhukovDenis N. SidorovAoife FoleyPublished in: CoRR (2016)
Keyphrases
- random forest
- concept drift
- data streams
- random forests
- decision trees
- ensemble learning
- ensemble classifier
- drift detection
- feature set
- non stationary
- classification algorithm
- data stream classification
- multi label
- ensemble methods
- change detection
- base classifiers
- data distribution
- feature selection
- machine learning
- benchmark datasets
- image features
- pairwise
- data structure