Adjusted support vector machines based on a new loss function.

Shuchun Wang Wei Jiang Kwok-Leung Tsui

Published in: Ann. Oper. Res. (2010)

Keyphrases

loss function
support vector
learning machines
large margin classifiers
pairwise
logistic regression
learning to rank

risk minimization
support vector machine
cross validation
stochastic gradient descent
empirical risk
hyperplane
regularization term

reproducing kernel hilbert space
convex loss functions
hinge loss
binary classification
kernel function
generalization ability

boosting framework
support vector regression
svm classifier
classification accuracy
feature selection
similarity measure