Other packages > Find by keyword >

clusterCons  

Consensus Clustering using Multiple Algorithms and Parameters
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("clusterCons", "1.2")



Attach the package and use:
library("clusterCons")
Maintained by
Dr. T. Ian Simpson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-03-09
Latest Update:
Description:
Functions for calculation of robustness measures for clusters and cluster membership based on generating consensus matrices from bootstrapped clustering experiments in which a random proportion of rows of the data set are used in each individual clustering. This allows the user to prioritise clusters and the members of clusters based on their consistency in this regime. The functions allow the user to select several algorithms to use in the re-sampling scheme and with any of the parameters that the algorithm would normally take. See Simpson, T. I., Armstrong, J. D. & Jarman, A. P. (2010) and Monti, S., Tamayo, P., Mesirov, J. & Golub, T. (2003) .
How to cite:
Dr. T. Ian Simpson (2010). clusterCons: Consensus Clustering using Multiple Algorithms and Parameters. R package version 1.2, https://cran.r-project.org/web/packages/clusterCons. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.4 (2010-03-09 20:28), 0.5 (2010-08-25 14:50), 0.6 (2010-08-27 08:23), 1.0 (2012-10-29 08:58), 1.2 (2022-02-22 21:10)
Other packages that cited clusterCons R package
View clusterCons citation profile
Other R packages that clusterCons depends, imports, suggests or enhances
Complete documentation for clusterCons
Functions, R codes and Examples using the clusterCons R package
Some associated functions: auc-class . auc . aucplot . checks . clrob . cluscomp . clusterCons-package . consmatrix-class . data . deltak . dk-class . dkplot . expSetProcess . expressionPlot . membBoxPlot . memrob . memroblist-class . memrobmatrix-class . mergematrix-class . wrappers . 
Some associated R codes: algorithms.R . functions.R .  Full clusterCons package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
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  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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