Fast kernel SVM training via support vector identification.
Xue MaoZhouyu FuOu WuWeiming HuPublished in: ICPR (2016)
Keyphrases
- svm training
- support vector
- kernel methods
- support vectors
- generalization ability
- svm classification
- kernel function
- standard svm
- support vector machine
- kernel matrix
- binary classification
- hyperparameters
- cross validation
- logistic regression
- svm classifier
- radial basis function
- hyperplane
- learning algorithm
- ensemble learning
- multiple kernel learning
- maximum margin
- decision function
- classification accuracy
- input space
- loss function
- support vector machine svm
- feature space
- ensemble methods
- learning problems
- training examples
- class distribution
- image classification
- knn
- feature vectors
- linear svm
- similarity measure
- feature selection
- machine learning