Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts.
J. Zico KolterMarcus A. MaloofPublished in: J. Mach. Learn. Res. (2007)
Keyphrases
- drifting concepts
- ensemble methods
- concept drift
- base learners
- prediction accuracy
- ensemble learning
- data streams
- decision trees
- random forests
- base classifiers
- machine learning methods
- classifier ensemble
- benchmark datasets
- random forest
- drift detection
- data sets
- classification algorithm
- non stationary
- training set
- training data
- genetic algorithm