Other packages > Find by keyword >

cvAUC  

Cross-Validated Area Under the ROC Curve Confidence Intervals
View on CRAN: Click here


Download and install cvAUC package within the R console
Install from CRAN:
install.packages("cvAUC")

Install from Github:
library("remotes")
install_github("cran/cvAUC")

Install by package version:
library("remotes")
install_version("cvAUC", "1.1.4")



Attach the package and use:
library("cvAUC")
Maintained by
Erin LeDell
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-01-15
Latest Update: 2022-01-17
Description:
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.
How to cite:
Erin LeDell (2013). cvAUC: Cross-Validated Area Under the ROC Curve Confidence Intervals. R package version 1.1.4, https://cran.r-project.org/web/packages/cvAUC. Accessed 21 Nov. 2024.
Previous versions and publish date:
1.0-0 (2013-01-15 07:39), 1.0.1 (2014-11-04 20:08), 1.0.2 (2014-11-17 09:26), 1.1.0 (2014-12-09 07:12)
Other packages that cited cvAUC R package
View cvAUC citation profile
Other R packages that cvAUC depends, imports, suggests or enhances
Complete documentation for cvAUC
Functions, R codes and Examples using the cvAUC R package
Some associated functions: AUC . adherence . admissions . ci.cvAUC . ci.pooled.cvAUC . cvAUC-package . cvAUC . 
Some associated R codes: AUC.R . ci.cvAUC.R . ci.pooled.cvAUC.R . cvAUC.R . internals.R . zzz.R .  Full cvAUC package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA