Error awareness by lower and upper bounds in ensemble learning.
Yong LiuQiangfu ZhaoYan PeiPublished in: ICNC (2015)
Keyphrases
- ensemble learning
- lower and upper bounds
- lower bound
- upper bound
- generalization ability
- ensemble methods
- error rate
- ensemble classifier
- random forest
- mutual subspace method
- base classifiers
- weak learners
- generalization error
- machine learning
- concept drift
- machine learning methods
- feature selection
- prediction accuracy
- unlabeled data
- itemsets
- knn
- high dimensional
- pairwise
- similarity measure
- decision trees
- neural network