Investigation of Diversity Strategies in SVM Ensemble Learning.
Lean YuShouyang WangKin Keung LaiPublished in: ICNC (7) (2008)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- support vector machine svm
- learning machines
- ensemble feature selection
- support vector
- feature selection
- ensemble methods
- support vector machine
- concept drift
- base classifiers
- mutual subspace method
- learning algorithm
- weak learners
- random forest
- training set
- feature space
- training examples
- knn
- decision stumps
- data streams
- bp neural network
- svm classifier
- unlabeled data
- semi supervised learning
- multi class
- learning process
- decision forest