ROCR: visualizing classifier performance in R

Sing, Tobias; Sander, Oliver; Beerenwinkel, Niko; Lengauer, Thomas

doi:10.1093/bioinformatics/bti623

Public

ROCR: visualizing classifier performance in R

Published in Computer applications in the biosciences • Aug 11, 2005

Authors:

Tobias Sing

Oliver Sander

Niko Beerenwinkel

Abstract

UNLABELLED: ROCR is a package for evaluating and visualizing the performance of scoring classifiers in the statistical language R. It features over 25 performance measures that can be freely combined to create two-dimensional performance curves. Standard methods for investigating trade-offs between ...

Subject

Computer science

Receiver operating characteristic

Lift (data mining)

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