A boosting method for direct AUC optimization.
Zhongliang LiShaodan ZhaiTian XiaShaojun WangPublished in: ChinaSIP (2015)
Keyphrases
- optimization algorithm
- decision trees
- optimization process
- optimization methods
- databases
- optimization model
- training data
- optimization problems
- error rate
- logistic regression
- optimization method
- global optimization
- real world
- feature selection
- feature space
- active learning
- information systems
- ranking functions
- artificial intelligence
- class distribution
- constrained optimization
- database
- evolution strategy