cvAUC

Package: cvAUC
Type: Package
Title: Cross-Validated Area Under the ROC Curve Confidence Intervals
Version: 1.1.0
Date: 2014-12-07
Author: Erin LeDell, Maya Petersen, Mark van der Laan
Maintainer: Erin LeDell <ledell@berkeley.edu>
Description: 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.
License: Apache License (== 2.0)
Depends: ROCR, data.table
URL: https://github.com/ledell/cvAUC
BugReports: https://github.com/ledell/cvAUC/issues
LazyLoad: yes
Packaged: 2014-12-09 01:09:45 UTC; ledell
NeedsCompilation: no
Repository: CRAN
Date/Publication: 2014-12-09 07:12:38

Install log

* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'cvAUC' ...
** package 'cvAUC' successfully unpacked and MD5 sums checked
** R
** data
** preparing package for lazy loading
** help
*** installing help indices
  converting help for package 'cvAUC'
    finding HTML links ... done
    AUC                                     html  
    adherence                               html  
    admissions                              html  
    ci.cvAUC                                html  
    ci.pooled.cvAUC                         html  
    cvAUC-package                           html  
    cvAUC                                   html  
** building package indices
** testing if installed package can be loaded
* DONE (cvAUC)
Making 'packages.html' ... done