A two stages sparse SVM training.

Ziqiang Li Mingtian Zhou Hao Lin Haibo Pu

Published in: Int. J. Mach. Learn. Cybern. (2014)

Keyphrases

svm training
generalization ability
support vector machine
kernel methods
svm classification
support vectors
high dimensional
decomposition method
training procedure
stochastic gradient descent
data sets
active learning
multi class
imbalanced data