Beyond classification and ranking: constrained optimization of the ROI.
Lian YanPatrick BaldasarePublished in: KDD (2006)
Keyphrases
- constrained optimization
- classification accuracy
- penalty function
- unconstrained optimization
- augmented lagrangian
- constrained optimization problems
- accurate classification
- ranking algorithm
- constraint handling
- support vector machine svm
- feature space
- support vector
- decision trees
- multiclass problems
- inequality constraints
- objective function
- feature selection
- multi class
- support vector machine
- search space
- penalty functions