Reducing the Effect of Out-Voting Problem in Ensemble Based Incremental Support Vector Machines.
Zeki ErdemRobi PolikarFikret S. GürgenNejat YumusakPublished in: ICANN (2) (2005)
Keyphrases
- support vector
- learning machines
- voting schemes
- large margin classifiers
- ensemble learning
- feature selection
- weighted voting
- ensemble methods
- majority voting
- generalization ability
- cross validation
- learning algorithm
- classification accuracy
- feature ranking
- kernel function
- support vector machine
- incremental learning
- training data
- support vector regression
- random forests
- logistic regression
- kernel methods
- high dimensional
- data streams
- multi class