Learning Curve in Concept Drift While Using Active Learning Paradigm.
Bartosz KurlejMichal WozniakPublished in: ICAIS (2011)
Keyphrases
- learning curve
- concept drift
- active learning
- data streams
- streaming data
- drifting concepts
- non stationary
- drift detection
- learning curves
- change detection
- data distribution
- data stream classification
- classification algorithm
- supervised learning
- semi supervised
- batch learning
- learning process
- labeled data
- training set
- learning algorithm
- machine learning
- unlabeled data
- databases
- transfer learning
- ensemble methods
- software developers
- image analysis
- database systems