cvAUC: Cross-Validated Area Under the ROC Curve Confidence Intervals

Tools for working with and evaluating cross-validated area under the ROC curve (AUC) estimators. The primary functions of the package are ci.cvAUC and ci.pooled.cvAUC, which report cross-validated AUC and compute confidence intervals for cross-validated AUC estimates based on influence curves for i.i.d. and pooled repeated measures data, respectively. One benefit to using influence curve based confidence intervals is that they require much less computation time than bootstrapping methods. The utility functions, AUC and cvAUC, are simple wrappers for functions from the ROCR package.

Package details

AuthorErin LeDell, Maya Petersen, Mark van der Laan
MaintainerErin LeDell <oss@ledell.org>
LicenseApache License (== 2.0)
Version1.1.4
URL https://github.com/ledell/cvAUC
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("cvAUC")

Try the cvAUC package in your browser

Any scripts or data that you put into this service are public.

cvAUC documentation built on March 18, 2022, 7:58 p.m.