Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming Data.
Pei-Pei LiQianhui LiangXindong WuXuegang HuPublished in: PAKDD (2009)
Keyphrases
- streaming data
- decision tree construction
- decision trees
- data streams
- predictive accuracy
- concept drift
- sliding window
- data distribution
- evolving data streams
- anomaly detection
- data stream mining
- mining data streams
- base classifiers
- concept drifting data streams
- machine learning
- stream data
- classifier ensemble
- random forests
- stream mining
- logistic regression
- decision tree algorithm
- massive data streams
- incoming data
- streaming time series
- ensemble methods