Other packages > Find by keyword >

rocc  

ROC Based Classification
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rocc", "1.3")



Attach the package and use:
library("rocc")
Maintained by
Martin Lauss
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-04-15
Latest Update: 2019-12-06
Description:
Functions for a classification method based on receiver operating characteristics (ROC). Briefly, features are selected according to their ranked AUC value in the training set. The selected features are merged by the mean value to form a meta-gene. The samples are ranked by their meta-gene value and the meta-gene threshold that has the highest accuracy in splitting the training samples is determined. A new sample is classified by its meta-gene value relative to the threshold. In the first place, the package is aimed at two class problems in gene expression data, but might also apply to other problems.
How to cite:
Martin Lauss (2010). rocc: ROC Based Classification. R package version 1.3, https://cran.r-project.org/web/packages/rocc. Accessed 21 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:52), 1.0 (2010-04-15 15:49), 1.2 (2010-10-04 12:03)
Other packages that cited rocc R package
View rocc citation profile
Other R packages that rocc depends, imports, suggests or enhances
Complete documentation for rocc
Functions, R codes and Examples using the rocc R package
Some associated functions: o.rocc . p.rocc . tr.rocc . 
Some associated R codes: o.rocc.R . p.rocc.R . tr.rocc.R .  Full rocc package functions and examples
Downloads during the last 30 days

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  
splash  
Simple Process-Led Algorithms for Simulating Habitats
This program calculates bioclimatic indices and fluxes (radiation, evapotranspiration, soil moistur ...
Download / Learn more Package Citations See dependency  
beastier  
Call 'BEAST2'
'BEAST2' () is a widely used Bayesian phylogenetic tool, that uses DNA/RNA/ ...
Download / Learn more Package Citations See dependency  
netgen  
Network Generator for Combinatorial Graph Problems
Methods for the generation of a wide range of network geographies, e.g., grid networks or clustered ...
Download / Learn more Package Citations See dependency  
truncnormbayes  
Estimates Moments for a Truncated Normal Distribution using 'Stan'
Finds the posterior modes for the mean and standard deviation for a truncated normal distribution wi ...
Download / Learn more Package Citations See dependency  
OSTE  
Optimal Survival Trees Ensemble
Function for growing survival trees ensemble ('Naz Gul', 'Nosheen Faiz', 'Dan Brawn', 'Rafal Kulakow ...
Download / Learn more Package Citations See dependency  

27,889

R Packages

239,283

Dependencies

74,019

Author Associations

27,890

Publication Badges

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