Diversified SVM Ensembles for Large Data Sets.
Ivor W. TsangAndrás KocsorJames T. KwokPublished in: ECML (2006)
Keyphrases
- support vector machine svm
- support vector
- imbalanced data
- support vector machine
- data sets
- ensemble methods
- svm classifier
- knn
- multi class
- ensemble classifier
- learning machines
- decision trees
- kernel function
- feature vectors
- svm classification
- generalization ability
- decision forest
- training set
- decision function
- multi class svm
- feature ranking
- machine learning
- support vectors
- random forest
- training data
- maximum margin
- multi class classification
- cost sensitive
- kernel methods
- classification algorithm
- ensemble selection