Encyclopedia of Machine Learning

2010 Edition
| Editors: Claude Sammut, Geoffrey I. Webb

ROC Convex Hull

Reference work entry
DOI: https://doi.org/10.1007/978-0-387-30164-8_734

The convex hull of an  ROC curve is a geometric construction that selects the points on the curve that are optimal under some class and cost distribution. It is analogous to the Pareto front in multiobjective optimization. See  ROC Analysis.

Copyright information

© Springer Science+Business Media, LLC 2011