Error Awareness by Lower and Upper Bounds in Ensemble Learning.
Yong LiuPublished in: Int. J. Pattern Recognit. Artif. Intell. (2016)
Keyphrases
- ensemble learning
- lower and upper bounds
- lower bound
- upper bound
- ensemble methods
- generalization ability
- concept drift
- error rate
- weak learners
- ensemble classifier
- base classifiers
- mutual subspace method
- random forest
- data streams
- pattern recognition
- data sets
- non stationary
- unlabeled data
- machine learning
- prediction accuracy
- text classification
- generalization error
- data structure
- error function