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 29 Sep. 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

FRESA.CAD  
Feature Selection Algorithms for Computer Aided Diagnosis
Contains a set of utilities for building and testing statistical models (linear, logistic,ordinal or ...
Download / Learn more Package Citations See dependency  
CopSens  
Copula-Based Sensitivity Analysis for Observational Causal Inference
Implements the copula-based sensitivity analysis method, as discussed in Copula-based Sensitivity A ...
Download / Learn more Package Citations See dependency  
PMCMRplus  
Calculate Pairwise Multiple Comparisons of Mean Rank Sums Extended
For one-way layout experiments the one-way ANOVA can be performed as an omnibus test. All-pairs mul ...
Download / Learn more Package Citations See dependency  
uniswappeR  
Interact with the Uniswap Platform
Routines to interact with the Uniswap trading platform and its API < ...
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  
miniMeta  
Web Application to Run Meta-Analyses
Shiny web application to run meta-analyses. Essentially a graphical front-end to package 'meta' for ...
Download / Learn more Package Citations See dependency  

28,833

R Packages

247,686

Dependencies

76,198

Author Associations

28,834

Publication Badges

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