Safe Screening of Non-Support Vectors in Pathwise SVM Computation.
Kohei OgawaYoshiki SuzukiIchiro TakeuchiPublished in: ICML (3) (2013)
Keyphrases
- support vectors
- support vector
- number of support vectors
- support vector machine
- svm classifier
- kernel function
- svm training
- decision function
- input space
- training data
- decision functions
- training dataset
- training examples
- training samples
- hyperplane
- hyper sphere
- decision boundary
- svm classification
- training process
- reduced set
- ls svm
- maximum variance
- cross validation
- support vector machine svm
- linear svm
- feature vectors
- kernel methods
- image classification
- supervised learning
- high dimensional
- feature space
- support vector data description
- similarity measure
- data sets