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 05 Jun. 2026.
Previous versions and publish date:
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

msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
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  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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