Adversarial Validation Approach to Concept Drift Problem in Automated Machine Learning Systems.
Jing PanVincent PhamMohan DorairajHuigang ChenJeong-Yoon LeePublished in: CoRR (2020)
Keyphrases
- concept drift
- machine learning systems
- machine learning
- data streams
- machine learning algorithms
- drifting concepts
- change detection
- non stationary
- drift detection
- data distribution
- learning systems
- data stream classification
- classification algorithm
- ensemble learning
- learning classifier systems
- learning tasks
- text mining
- active learning
- neural network