Online Boosting Adaptive Learning under Concept Drift for Multistream Classification.
En YuJie LuBin ZhangGuangquan ZhangPublished in: CoRR (2023)
Keyphrases
- adaptive learning
- concept drift
- classification algorithm
- data stream classification
- ensemble classifier
- data streams
- support vector
- classification accuracy
- feature selection
- learning environment
- non stationary
- machine learning
- machine learning methods
- class labels
- learning objects
- text classification
- learning activities
- support vector machine
- e learning
- online learning
- learning algorithm
- learning tools
- change detection
- databases
- clustering algorithm
- decision trees
- reinforcement learning
- training set
- knn
- text categorization
- training samples
- learning styles