PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams.
Ocean WuYun Sing KohGillian DobbieThomas LacombePublished in: PAKDD (2) (2020)
Keyphrases
- random forest
- data streams
- random forests
- decision trees
- feature set
- fold cross validation
- sliding window
- ensemble methods
- feature importance
- bayesian networks
- concept drift
- base classifiers
- ensemble learning
- data sets
- rotation forest
- change detection
- decision tree learning algorithms
- ensemble classifier
- high dimensional
- decision tree learning algorithm