New ensemble methods for evolving data streams.
Albert BifetGeoffrey HolmesBernhard PfahringerRichard KirkbyRicard GavaldàPublished in: KDD (2009)
Keyphrases
- evolving data streams
- ensemble methods
- random forests
- prediction accuracy
- decision trees
- machine learning methods
- ensemble learning
- benchmark datasets
- random forest
- base classifiers
- data streams
- decision tree ensembles
- stream mining
- machine learning
- machine learning algorithms
- reinforcement learning
- base learners
- support vector machine
- high dimensional
- concept drift
- image processing
- streaming data
- data sets