Kernel-Based Selective Ensemble Learning for Streams of Trees.
Valerio GrossiAlessandro SperdutiPublished in: IJCAI (2011)
Keyphrases
- ensemble learning
- generalization ability
- data streams
- decision trees
- ensemble methods
- concept drift
- ensemble classifier
- decision stumps
- random forest
- mutual subspace method
- base classifiers
- support vector machine
- support vector
- neural network
- weak learners
- sliding window
- prediction accuracy
- support vector machine svm
- unlabeled data
- data sets