On Constructing and Pruning SVM Ensembles.
Bing-Yu SunXiaoming ZhangRujing WangPublished in: SITIS (2007)
Keyphrases
- support vector
- support vector machine svm
- imbalanced data
- ensemble learning
- support vector machine
- svm classifier
- feature selection
- svm classification
- multi class
- machine learning
- candidate pruning
- pruning method
- search space
- hyperplane
- ensemble classifier
- multi class svm
- knn
- feature vectors
- pattern recognition
- kernel methods
- ensemble methods
- generalization ability
- learning machines
- neural network
- decision forest
- logistic regression
- support vectors
- multi class classification
- multiple kernel learning
- ls svm
- classification algorithm
- training data
- pruning algorithm
- feature extraction
- pruning methods
- noise tolerance
- pruning algorithms
- k nearest neighbor
- feature set