Optimising area under the ROC curve using gradient descent.

Alan Herschtal Bhavani Raskutti

Published in: ICML (2004)

Keyphrases

cost function
loss function
receiver operating characteristic
class distribution
false positive rate
objective function
roc curve
conjugate gradient
error function
artificial neural networks
search engine
learning rules
false positives
fold cross validation
logistic regression
image processing
feature selection