Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking.
Albert BifetEibe FrankGeoffrey HolmesBernhard PfahringerPublished in: ACML (2010)
Keyphrases
- data streams
- decision trees
- combining classifiers
- combining multiple
- ensemble learning
- data sets
- base classifiers
- concept drift
- streaming data
- tree leaves
- tree ensembles
- distributed data streams
- stream mining
- regression trees
- sliding window
- high accuracy
- sensor networks
- database systems
- random forests
- multiple classifier systems
- itemsets
- machine learning