On-the-Fly Ensemble Pruning in Evolving Data Streams.
Sanem ElbasiAlican BüyükçakirHamed R. BonabFazli CanPublished in: CoRR (2021)
Keyphrases
- evolving data streams
- ensemble pruning
- pruning method
- data streams
- text categorization
- pruning algorithms
- random forests
- streaming data
- pruning algorithm
- stream mining
- concept drift
- multi label learning
- data partitioning
- pac learning
- ensemble methods
- sliding window
- unsupervised learning
- data mining
- base classifiers
- sequential patterns
- multi label
- prediction accuracy