Ensemble of Multiple Kernel SVM Classifiers.
Xiaoguang WangXuan LiuNathalie JapkowiczStan MatwinPublished in: Canadian Conference on AI (2014)
Keyphrases
- multiple kernel
- svm classifier
- support vector machine
- training set
- kernel methods
- training data
- feature selection
- support vector
- support vector machine svm
- multi class
- kernel function
- ensemble methods
- machine learning
- support vectors
- hyperplane
- learning algorithm
- svm classification
- feature vectors
- multiple kernel learning
- k nearest neighbor
- string kernels
- linear combination
- feature space
- support vector regression
- ls svm
- kernel learning
- pattern recognition
- dimensionality reduction
- knn
- classification accuracy
- neural network
- training samples
- data sets
- cross validation
- radial basis function
- binary classification
- active learning
- decision trees