From Convex to Nonconvex: A Loss Function Analysis for Binary Classification.

Lei Zhao Musa A. Mammadov John Yearwood

Published in: ICDM Workshops (2010)

Keyphrases

loss function
binary classification
convex loss functions
hinge loss
support vector
risk minimization
multi class
convex optimization
multi class classification
pairwise
cost sensitive
boosting algorithms
supervised learning
benchmark datasets
learning problems