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
Previous versions and publish date:
1.0.0 (2018-01-10 13:43)
Other packages that cited multiROC R package
View multiROC citation profile
Other R packages that multiROC depends, imports, suggests or enhances
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

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  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns