Ensemble learning based on approximate reducts and bootstrap sampling.
Feng JiangXu YuJunwei DuDunwei GongYouqiang ZhangYanjun PengPublished in: Inf. Sci. (2021)
Keyphrases
- ensemble learning
- ensemble methods
- bootstrap sampling
- prediction accuracy
- base classifiers
- benchmark datasets
- generalization ability
- random forest
- machine learning methods
- decision trees
- classifier ensemble
- ensemble classifier
- k nearest neighbor
- neural network
- mutual subspace method
- knn
- feature subset
- non stationary
- multi class
- concept drift
- active learning
- pattern recognition
- subspace methods
- individual classifiers
- data mining
- data sets