How good is the Electricity benchmark for evaluating concept drift adaptation
Indre ZliobaitePublished in: CoRR (2013)
Keyphrases
- concept drift
- data streams
- drifting concepts
- streaming data
- drift detection
- change detection
- data stream mining
- target concept
- data stream classification
- non stationary
- data distribution
- ensemble classifier
- incremental clustering
- evolving data streams
- stream data
- classification algorithm
- concept descriptions
- batch learning
- data model
- database
- image segmentation
- small number
- dimensionality reduction