Concept drift detection and adaptation with hierarchical hypothesis testing.
Shujian YuZubin AbrahamHeng WangMohak ShahYantao WeiJosé C. PríncipePublished in: J. Frankl. Inst. (2019)
Keyphrases
- hypothesis testing
- concept drift
- likelihood ratio test
- data streams
- likelihood ratio
- change detection
- drifting concepts
- drift detection
- non stationary
- classification algorithm
- data stream classification
- data distribution
- statistical tests
- hypothesis tests
- class distribution
- target concept
- test statistic
- association rules
- image segmentation