Selective ensemble learning with parallel optimization and hierarchical selection.
Jiasheng GuoJian-Cang ZengJin-Xiu ChenQuan ZouPublished in: ICMLC (2015)
Keyphrases
- classification accuracy
- ensemble learning
- feature selection
- generalization ability
- support vector
- ensemble methods
- training set
- optimization algorithm
- random forest
- weak learners
- concept drift
- mutual subspace method
- optimization method
- machine learning algorithms
- ensemble classifier
- base classifiers
- unlabeled data
- prediction accuracy
- machine learning
- semi supervised learning
- supervised learning
- active learning
- image processing
- genetic algorithm