AUC optimization and the two-sample problem.
Stéphan ClémençonNicolas VayatisMarine DepeckerPublished in: NIPS (2009)
Keyphrases
- optimization algorithm
- logistic regression
- discrete optimization
- optimization process
- global optimization
- probability estimation
- roc curve
- optimization problems
- naive bayes
- optimization methods
- error rate
- optimal design
- constrained optimization
- class distribution
- database
- classification accuracy
- pairwise
- learning algorithm
- data mining
- neural network
- databases