Probabilistic exact adaptive random forest for recurrent concepts in data streams.
Ocean WuYun Sing KohGillian DobbieThomas LacombePublished in: Int. J. Data Sci. Anal. (2022)
Keyphrases
- random forest
- data streams
- random forests
- decision trees
- feature set
- sliding window
- fold cross validation
- data sets
- feature importance
- multi label
- concept drift
- rotation forest
- bayesian networks
- ensemble methods
- ensemble classifier
- decision tree learning algorithms
- ensemble learning
- base classifiers
- multi class
- support vector machine
- neural network