Keyphrases
- learning machines
- support vector
- large margin classifiers
- training examples
- optimization problems
- optimization process
- generalization error
- global optimization
- training algorithm
- error rate
- test set
- error bounds
- stochastic gradient descent
- training phase
- training set
- training process
- kernel machines
- support vector machine
- kernel methods
- cross validation
- soft margin
- generalization ability
- classification accuracy
- optimization algorithm
- image classification
- training error
- svm training
- multi class classification
- neural network
- support vectors
- constrained optimization
- hyperplane
- radial basis function
- optimization method
- svm classifier
- logistic regression
- loss function