Core Vector Machines: Fast SVM Training on Very Large Data Sets.

Ivor W. Tsang James T. Kwok Pak-Ming Cheung

Published in: J. Mach. Learn. Res. (2005)

Keyphrases

svm training
generalization ability
support vector machine
kernel methods
support vectors
svm classification
stochastic gradient descent
imbalanced data
training procedure
decomposition method
data sets
learning algorithm
neural network
machine learning
pairwise
svm classifier