Sciweavers

Share
4 search results - page 1 / 1
» Pointwise exact bootstrap distributions of ROC curves
Sort
View
NIPS
2008
9 years 8 months ago
On Bootstrapping the ROC Curve
This paper is devoted to thoroughly investigating how to bootstrap the ROC curve, a widely used visual tool for evaluating the accuracy of test/scoring statistics in the bipartite...
Patrice Bertail, Stéphan Clémen&cced...
ICB
2007
Springer
117views Biometrics» more  ICB 2007»
9 years 11 months ago
Curvewise DET Confidence Regions and Pointwise EER Confidence Intervals Using Radial Sweep Methodology
One methodology for evaluating the matching performance of biometric authentication systems is the detection error tradeoff (DET) curve. The DET curve graphically illustrates the r...
Michael E. Schuckers, Yordan Minev, Andy Adler
NIPS
2003
9 years 8 months ago
AUC Optimization vs. Error Rate Minimization
The area under an ROC curve (AUC) is a criterion used in many applications to measure the quality of a classiļ¬cation algorithm. However, the objective function optimized in most...
Corinna Cortes, Mehryar Mohri
books