Primal explicit max margin feature selection for nonlinear support vector machines.
Aditya TayalThomas F. ColemanYuying LiPublished in: Pattern Recognit. (2014)
Keyphrases
- support vector
- max margin
- maximum margin
- feature selection
- support vector machine
- multi class
- max margin markov
- structured prediction
- maximum entropy discrimination
- cross validation
- hyperplane
- multi label classification
- classification accuracy
- binary classification
- kernel function
- text categorization
- multi label
- svm classifier
- conditional random fields
- structured learning
- training examples
- markov networks
- latent variables
- feature space
- text classification
- support vector machine svm
- kernel methods
- model selection
- inter related
- pairwise
- support vectors
- feature extraction
- efficient learning
- machine learning
- high order
- multi class classification
- convex optimization
- pattern classification
- classification algorithm
- naive bayes
- feature set
- dimensionality reduction
- high dimensional
- knn