Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift.
Jeremy Z. KolterMarcus A. MaloofPublished in: ICDM (2003)
Keyphrases
- concept drift
- drifting concepts
- ensemble methods
- ensemble learning
- ensemble classifier
- data streams
- drift detection
- base learners
- prediction accuracy
- data distribution
- benchmark datasets
- non stationary
- random forests
- random forest
- generalization ability
- classifier ensemble
- machine learning methods
- classification algorithm
- decision trees
- change detection
- pattern recognition
- base classifiers