Ambiguous decision trees for mining concept-drifting data streams.
Jing LiuXue LiWeicai ZhongPublished in: Pattern Recognit. Lett. (2009)
Keyphrases
- mining concept drifting data streams
- decision trees
- noisy data streams
- ensemble classifier
- random forest
- machine learning
- training data
- ensemble methods
- machine learning algorithms
- naive bayes
- concept drifting data streams
- training set
- data mining
- data sets
- classification models
- base classifiers
- linear combination
- data streams
- learning algorithm