Selective support vector machines.
Onur SerefO. Erhun KundakciogluOleg A. ProkopyevPanos M. PardalosPublished in: J. Comb. Optim. (2009)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- kernel function
- logistic regression
- multi class
- kernel methods
- feature selection
- generalization bounds
- classification accuracy
- support vector machine
- binary classification
- generalization ability
- cross validation
- databases
- learning problems
- svm classifier
- loss function
- model selection
- database systems
- data sets
- expert systems
- linear discriminant analysis
- hyperplane
- lower bound
- support vector regression
- machine learning
- neural network
- feature extraction