Concept Drift Detection with Hierarchical Hypothesis Testing.
Shujian YuZubin AbrahamPublished in: SDM (2017)
Keyphrases
- hypothesis testing
- concept drift
- likelihood ratio test
- change detection
- data streams
- likelihood ratio
- non stationary
- statistical tests
- drift detection
- drifting concepts
- data distribution
- data stream classification
- classification algorithm
- class distribution
- target concept
- image processing
- classification accuracy
- pairwise
- hypothesis tests