Predictive learning models for concept drift.
John CaseSanjay JainSusanne KaufmannArun SharmaFrank StephanPublished in: Theor. Comput. Sci. (2001)
Keyphrases
- learning models
- concept drift
- data streams
- machine learning
- learning algorithm
- non stationary
- semi supervised learning
- loss function
- machine learning algorithms
- classification algorithm
- drift detection
- change detection
- learning tasks
- learning problems
- data distribution
- target concept
- classification models
- conditional random fields
- data mining
- data sets
- active learning
- reinforcement learning