Ensemble learning with generalization performance measurement and negative correlation.
Yaohua TangJinghuai GaoGuangzhao CuiPublished in: IJCNN (2008)
Keyphrases
- ensemble learning
- negative correlation
- learning machines
- ensemble methods
- generalization ability
- random forest
- ensemble classifier
- concept drift
- base classifiers
- weak learners
- feature selection
- similarity measure
- mutual subspace method
- neural network
- image classification
- prior knowledge
- learning process
- reinforcement learning
- face recognition
- decision trees
- data mining