BPPGD: Budgeted Parallel Primal Gradient Descent Kernel SVM on Spark.
Jinchen SaiBai WangBin WuPublished in: DSC (2016)
Keyphrases
- support vector
- kernel classifiers
- kernel function
- loss function
- kernel methods
- multi class
- kernel parameters
- support vector machine
- kernel space
- support vector machine svm
- objective function
- cost function
- kernel machines
- svm classification
- polynomial kernels
- feature space
- generalization ability
- support vectors
- multiple kernel learning
- svm classifier
- feature selection
- rbf kernel
- binary classification
- hyperplane
- decision boundary
- decision function
- kernel ridge regression
- multiple kernel
- histogram intersection kernel
- gaussian kernel
- knn
- kernel pca
- reproducing kernel hilbert space
- maximum margin
- radial basis function
- large margin classifiers
- kernel learning
- kernel matrix
- svm training
- multi class classification
- primal dual
- learning problems
- linear program
- decision functions
- least squares
- feature vectors