cvAUC: Cross-Validated Area Under the ROC Curve Confidence Intervals
Version 1.1.0

This package contains various 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
Date of publication2014-12-09 07:12:38
MaintainerErin LeDell <[email protected]>
LicenseApache License (== 2.0)
Version1.1.0
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")

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cvAUC documentation built on May 30, 2017, 5:15 a.m.