Leveraging Bagging for Evolving Data Streams.

Albert Bifet Geoffrey Holmes Bernhard Pfahringer

Published in: ECML/PKDD (1) (2010)

Keyphrases

evolving data streams
random forests
ensemble methods
random forest
data streams
decision trees
logistic regression
concept drift
machine learning algorithms
streaming data
stream mining
machine learning
stream clustering
change detection
sliding window
data stream mining
prediction accuracy
training set
data sets