Prodding the ROC Curve: Constrained Optimization of Classifier Performance.
Michael C. MozerRobert H. DodierMichael D. ColagrossoCesar Guerra-SalcedoRichard H. WolniewiczPublished in: NIPS (2001)
Keyphrases
- constrained optimization
- roc curve
- receiver operating characteristic
- constraint handling
- constrained optimization problems
- objective function
- unconstrained optimization
- probability estimation
- misclassification costs
- evaluation measures
- penalty function
- lagrange multipliers
- information retrieval
- penalty functions