Other packages > Find by keyword >

ROCket  

Simple and Fast ROC Curves
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ROCket", "1.0.1")



Attach the package and use:
library("ROCket")
Maintained by
Daniel Lazar
[Scholar Profile | Author Map]
First Published: 2021-02-11
Latest Update: 2021-02-17
Description:
A set of functions for receiver operating characteristic (ROC) curve estimation and area under the curve (AUC) calculation. All functions are designed to work with aggregated data; nevertheless, they can also handle raw samples. In 'ROCket', we distinguish two types of ROC curve representations: 1) parametric curves - the true positive rate (TPR) and the false positive rate (FPR) are functions of a parameter (the score), 2) functions - TPR is a function of FPR. There are several ROC curve estimation methods available. An introduction to the mathematical background of the implemented methods (and much more) can be found in de Zea Bermudez, Gon
How to cite:
Daniel Lazar (2021). ROCket: Simple and Fast ROC Curves. R package version 1.0.1, https://cran.r-project.org/web/packages/ROCket. Accessed 27 Mar. 2025.
Previous versions and publish date:
1.0.0 (2021-02-11 16:10)
Other packages that cited ROCket R package
View ROCket citation profile
Other R packages that ROCket depends, imports, suggests or enhances
Complete documentation for ROCket
Functions, R codes and Examples using the ROCket R package
Some associated functions: auc . rkt_ecdf . rkt_prep . rkt_roc . show_methods . variance . 
Some associated R codes: ROCket.R . auc.R . generics.R . rkt_ecdf.R . rkt_prep.R . rkt_roc.R . roc_methods.R . utils.R . zzz.R .  Full ROCket package functions and examples
Downloads during the last 30 days
02/2402/2502/2602/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/25Downloads for ROCket2345678910TrendBars

Today's Hot Picks in Authors and Packages

SimSurvNMarker  
Simulate Survival Time and Markers
Provides functions to simulate from joint survival and marker models. The user can specific all bas ...
Download / Learn more Package Citations See dependency  
treeDA  
Tree-Based Discriminant Analysis
Performs sparse discriminant analysis on a combination of node and leaf predictors when the predicto ...
Download / Learn more Package Citations See dependency  
jrt  
Item Response Theory Modeling and Scoring for Judgment Data
Psychometric analysis and scoring of judgment data using polytomous Item-Response Theory (IRT) model ...
Download / Learn more Package Citations See dependency  
CompModels  
Pseudo Computer Models for Optimization
A suite of computer model test functions that can be used to test and evaluate algorithms for Bayesi ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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