Random Forest Based Approach for Concept Drift Handling.
Aleksei V. ZhukovDenis N. SidorovAoife M. FoleyPublished in: AIST (2016)
Keyphrases
- random forest
- concept drift
- data streams
- random forests
- decision trees
- drift detection
- ensemble classifier
- change detection
- data stream classification
- ensemble learning
- ensemble methods
- non stationary
- feature set
- classification algorithm
- data distribution
- data mining
- multi label
- base classifiers
- neural network
- benchmark datasets
- classification accuracy
- learning process
- image analysis
- data structure
- image processing
- learning algorithm
- machine learning