A Betting Function for addressing Concept Drift with Conformal Martingales.
Charalambos EliadesHarris PapadopoulosPublished in: COPA (2022)
Keyphrases
- concept drift
- data streams
- drifting concepts
- data distribution
- drift detection
- streaming data
- change detection
- target concept
- data stream mining
- classification algorithm
- incremental clustering
- non stationary
- evolving data streams
- data stream classification
- concept descriptions
- database
- k nearest neighbor
- data analysis
- probability theory