Constructing support vector machine ensemble.
Hyun-Chul KimShaoning PangHong-Mo JeDaijin KimSung Yang BangPublished in: Pattern Recognit. (2003)
Keyphrases
- support vector machine
- training set
- ensemble classifier
- feature selection
- training data
- majority voting
- ensemble learning
- multi class
- ensemble methods
- support vector
- regression problems
- imbalanced data
- svm classifier
- linear support vector machines
- support vector machine svm
- data sets
- learning algorithm
- generalization ability
- decision forest
- machine learning
- base classifiers
- feature vectors
- k nearest neighbor
- kernel methods
- multi class support vector machines
- stock market prediction
- pruning algorithm
- feature ranking
- decision boundary
- small sample
- nearest neighbor
- svm classification
- knn
- classifier ensemble
- multiple classifier systems
- kernel function
- feature space
- soft margin
- high classification accuracy
- ensemble members
- ensemble pruning
- classification algorithm