Optimal reduction of solutions for support vector machines.

Hwei-Jen Lin Jih Pin Yeh

Published in: Appl. Math. Comput. (2009)

Keyphrases

support vector
optimal solution
learning machines
large margin classifiers
logistic regression
cross validation

optimal design
classification accuracy
generalization ability
data mining
solution space
benchmark problems

optimal or near optimal
dynamic programming
pareto optimal
support vector regression
optimal control

worst case
radial basis function
closed form
kernel function
linear programming