A convergent decomposition algorithm for support vector machines.

Stefano Lucidi Laura Palagi Arnaldo Risi Marco Sciandrone

Published in: Comput. Optim. Appl. (2007)

Keyphrases

decomposition algorithm
working set
support vector
learning machines
working set selection
large margin classifiers
decomposition method
equality constraints
cross validation
support vector machine
classification accuracy
logistic regression
kernel function
kernel methods
training data