Resource-aware Elastic Swap Random Forest for Evolving Data Streams.

Diego Marrón Eduard Ayguadé José Ramon Herrero Albert Bifet

Published in: CoRR (2019)

Keyphrases

evolving data streams
random forest
random forests
decision trees
graph cuts
multi label
ensemble methods
feature set
decision tree learning algorithms
concept drift
streaming data
data streams
logistic regression
ensemble classifier
fitness function
prediction accuracy
stream mining
knowledge discovery