Statistical Tests to Identify Virtual Concept Drifts.
Paulo M. GoncalvesSylvain ChartierRoberto Souto Maior de BarrosPublished in: IJCNN (2021)
Keyphrases
- statistical tests
- concept drift
- method reduces the number
- data streams
- statistically significant
- streaming data
- statistical analysis
- sample size
- classification algorithm
- change detection
- statistical methods
- non stationary
- evolving data streams
- databases
- ensemble classification
- data stream classification
- drift detection
- machine learning
- data distribution
- learning algorithm