Other packages > Find by keyword >

multiROC  

Calculating and Visualizing ROC and PR Curves Across Multi-Class Classifications
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("multiROC", "1.1.1")



Attach the package and use:
library("multiROC")
Maintained by
Runmin Wei
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-10
Latest Update: 2018-06-26
Description:
Tools to solve real-world problems with multiple classes classifications by computing the areas under ROC and PR curve via micro-averaging and macro-averaging. The vignettes of this package can be found via . The methodology is described in V. Van Asch (2013) and Pedregosa et al. (2011) .
How to cite:
Runmin Wei (2018). multiROC: Calculating and Visualizing ROC and PR Curves Across Multi-Class Classifications. R package version 1.1.1, https://cran.r-project.org/web/packages/multiROC. Accessed 10 Nov. 2026.
Previous versions and publish date:
(2026-07-09 06:33), 1.0.0 (2018-01-10 13:43), 1.1.1 (2018-06-26 22:24)
Other packages that cited multiROC R package
View multiROC citation profile
Other R packages that multiROC depends, imports, suggests or enhances
Complete documentation for multiROC
Functions, R codes and Examples using the multiROC R package
Some associated functions: cal_auc . cal_confus . multi_pr . multi_roc . plot_pr_data . plot_roc_data . pr_auc_with_ci . pr_ci . roc_auc_with_ci . roc_ci . test_data . 
Some associated R codes: cal_auc.R . cal_confus.R . global_var.R . multi_pr.R . multi_roc.R . plot_pr_data.R . plot_roc_data.R . pr_auc_with_ci.R . pr_ci.R . roc_auc_with_ci.R . roc_ci.R .  Full multiROC package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

CNLTtsa  
Complex-Valued Wavelet Lifting for Univariate and Bivariate Time Series Analysis
Implementations of recent complex-valued wavelet spectral procedures for analysis of irregularly sam ...
Download / Learn more Package Citations See dependency  
MazamaSpatialUtils  
Spatial Data Download and Utility Functions
A suite of conversion functions to create internally standardized spatial polygons data frames. Uti ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
rbooster  
AdaBoost Framework for Any Classifier
This is a simple package which provides a function that boosts pre-ready or custom-made classifiers ...
Download / Learn more Package Citations See dependency  
cosinor2  
Extended Tools for Cosinor Analysis of Rhythms
Statistical procedures for calculating population ...
Download / Learn more Package Citations See dependency  
OBIC  
Calculate the Open Bodem Index (OBI) Score
The Open Bodem Index (OBI) is a method to evaluate the quality of soils of agricultural fields in Th ...
Download / Learn more Package Citations See dependency  

29,369

R Packages

247,686

Dependencies

77,665

Author Associations

29,370

Publication Badges

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