Progressive subspace ensemble learning.
Zhiwen YuDaxing WangJane YouHau-San WongSi WuJun ZhangGuoqiang HanPublished in: Pattern Recognit. (2016)
Keyphrases
- ensemble learning
- ensemble methods
- generalization ability
- low dimensional
- subspace methods
- base classifiers
- dimensionality reduction
- high dimensional data
- random forest
- ensemble classifier
- linear subspace
- high dimensional
- principal component analysis
- concept drift
- data sets
- feature selection
- mutual subspace method
- weak learners
- particle swarm optimization
- feature space
- benchmark datasets
- prediction accuracy
- artificial neural networks
- pattern recognition
- support vector