CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification.
Maroua BahriHeitor Murilo GomesAlbert BifetSilviu ManiuPublished in: IJCNN (2020)
Keyphrases
- random forests
- data stream classification
- random forest
- ensemble methods
- logistic regression
- machine learning algorithms
- decision trees
- decision tree ensembles
- tree ensembles
- data structure
- randomized trees
- data streams
- concept drift
- regression forests
- image segmentation
- feature set
- high dimensional
- machine learning
- real world