Approximate Reduction from AUC Maximization to 1-Norm Soft Margin Optimization.

Daiki Suehiro Kohei Hatano Eiji Takimoto

Published in: ALT (2011)

Keyphrases

feature vectors
soft margin
support vector machine
optimization algorithm
parameter selection
objective function
support vector
generalization ability
feature selection
data sets
learning algorithm
classification accuracy
boosting algorithms