Employing chunk size adaptation to overcome concept drift.
Jedrzej KozalFilip GuzyMichal WozniakPublished in: CoRR (2021)
Keyphrases
- concept drift
- data streams
- drifting concepts
- streaming data
- non stationary
- target concept
- drift detection
- novelty detection
- incremental clustering
- data distribution
- classification algorithm
- ensemble classifier
- data stream classification
- stream data
- concept descriptions
- batch learning
- evolving data streams
- neural network
- support vector machine
- pattern recognition
- data structure
- decision trees