Convergence of decomposition methods for support vector machines.

Qiaozhi Zhang Di Wang Yanguo Wang

Published in: Neurocomputing (2018)

Keyphrases

decomposition methods
support vector
working set
number of iterations required
learning machines
large margin classifiers
support vector machine

working set selection
decomposition method
training support vector machines
database theory
constraint satisfaction problems
hypertree decomposition

convergence rate
svm classifier
kernel function
decomposition algorithm
feature selection
data mining

incomplete information
kernel methods
tree decomposition
special case
feature vectors
learning algorithm