Statistical Mechanics of Online Learning of Drifting Concepts: A Variational Approach.
Renato VicenteOsame KinouchiNestor CatichaPublished in: Mach. Learn. (1998)
Keyphrases
- statistical mechanics
- online learning
- drifting concepts
- concept drift
- ensemble methods
- information theory
- data streams
- classifier ensemble
- e learning
- prediction accuracy
- drift detection
- benchmark datasets
- active learning
- classification algorithm
- data distribution
- non stationary
- concept classes
- free energy
- data sets
- streaming data
- mutual information