Model Based Explanations of Concept Drift.
Fabian HinderValerie VaquetJohannes BrinkrolfBarbara HammerPublished in: CoRR (2023)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- drift detection
- classification algorithm
- target concept
- non stationary
- data stream classification
- change detection
- batch learning
- data distribution
- incremental clustering
- stream data
- evolving data streams
- data stream mining
- database
- concept descriptions
- pairwise
- ensemble classifier
- decision trees
- pattern recognition
- supervised learning