Maximization of AUC and Buffered AUC in binary classification.

Matthew Norton Stan Uryasev

Published in: Math. Program. (2019)

Keyphrases

binary classification
bipartite ranking
class distribution
multi class
support vector
class imbalance
learning problems
cost sensitive

multi label
support vector machine
feature selection
multi class classification
decision trees
error rate
naive bayes

classification accuracy
generalization error
model selection
text categorization
prediction accuracy
training set
ensemble methods

reinforcement learning
binary classifiers
learning algorithm
objective function
kernel methods
kernel function
machine learning