Other packages > Find by keyword >

fbroc  

Fast Algorithms to Bootstrap Receiver Operating Characteristics Curves
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fbroc", "0.4.1")



Attach the package and use:
library("fbroc")
Maintained by
Erik Peter
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-05-05
Latest Update: 2019-03-24
Description:
Implements a very fast C++ algorithm to quickly bootstrap receiver operating characteristics (ROC) curves and derived performance metrics, including the area under the curve (AUC) and the partial area under the curve as well as the true and false positive rate. The analysis of paired receiver operating curves is supported as well, so that a comparison of two predictors is possible. You can also plot the results and calculate confidence intervals. On a typical desktop computer the time needed for the calculation of 100000 bootstrap replicates given 500 observations requires time on the order of magnitude of one second.
How to cite:
Erik Peter (2015). fbroc: Fast Algorithms to Bootstrap Receiver Operating Characteristics Curves. R package version 0.4.1, https://cran.r-project.org/web/packages/fbroc. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.0 (2015-05-05 16:14), 0.2.0 (2015-06-06 01:49), 0.2.1 (2015-06-07 08:00), 0.3.0 (2015-10-08 20:13), 0.3.1 (2015-10-12 21:02), 0.4.0 (2016-06-21 22:39)
Other packages that cited fbroc R package
View fbroc citation profile
Other R packages that fbroc depends, imports, suggests or enhances
Complete documentation for fbroc
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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