An Efficient Ensemble Method for Classifying Skewed Data Streams.
Juan ZhangXuegang HuYuhong ZhangPei-Pei LiPublished in: ICIC (3) (2011)
Keyphrases
- ensemble methods
- skewed data
- streaming data
- prediction accuracy
- random forests
- benchmark datasets
- machine learning methods
- load balancing
- decision trees
- random forest
- data streams
- ensemble learning
- base classifiers
- generalization ability
- machine learning
- base learners
- sliding window
- data sets
- feature subset
- test data
- class imbalance
- ensemble classifier