Optimization of the AUC Criterion for Rule Subset Selection.
Celso Y. IshidaAurora T. R. PozoPublished in: ISDA (2007)
Keyphrases
- subset selection
- feature selection
- global optimization
- model selection
- optimization criteria
- constrained optimization
- search space
- classification accuracy
- decision trees
- optimization problems
- optimization criterion
- logistic regression
- computational complexity
- genetic algorithm
- optimization model
- training data
- optimization process
- optimization method
- optimization algorithm
- naive bayes
- neural network
- scheduling problem
- cost function