Other packages > Find by keyword >

sclValid  

Ensemble Validation and Ranking of Clustering Methods
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sclValid", "0.1.1")



Attach the package and use:
library("sclValid")
Maintained by
Owen Visser
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-09-16
Latest Update: 2026-09-16
Description:
Provides methods for evaluating and comparing clustering results, with an emphasis on sample-level clustering where observations are treated as the units being clustered and perturbation is performed by removing samples. The package implements internal, stability, and external validation measures and supports the comparison and ranking of clustering procedures across tuning parameter choices. It is conceptually related to the 'clValid' package, which assesses clustering stability by perturbing features; in contrast, this package focuses on perturbing the samples being clustered, making the validation framework suitable for applications such as single-cell clustering where samples or cells are the primary units of interest. Methods are based in part on Visser and Datta (2025) <doi:10.1002/sim.70331>.
How to cite:
Owen Visser (2026). sclValid: Ensemble Validation and Ranking of Clustering Methods. R package version 0.1.1, https://cran.r-project.org/web/packages/sclValid. Accessed 03 Oct. 2026.
Previous versions and publish date:
(2026-09-17 01:50), 0.1.0 (2026-09-12 11:40)
Other packages that cited sclValid R package
View sclValid citation profile
Other R packages that sclValid depends, imports, suggests or enhances
Complete documentation for sclValid
Functions, R codes and Examples using the sclValid R package
Full sclValid package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

cccrm  
Concordance Correlation Coefficient for Repeated (and Non-Repeated) Measures
Estimates the Concordance Correlation Coefficient to assess agreement. The scenarios considered are ...
Download / Learn more Package Citations See dependency  
mxmmod  
Measurement Model of Derivatives in 'OpenMx'
Provides a convenient interface in 'OpenMx' for building Estabrook's (2015) ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
sudokuAlt  
Tools for Making and Spoiling Sudoku Games
Tools for making, retrieving, displaying and solving sudoku games. This package is an alternative to ...
Download / Learn more Package Citations See dependency  
WA  
While-Alive Loss Rate for Recurrent Event in the Presence of Death
Contains inferential and graphical routines for multi-group analysis of while-alive loss (or event) ...
Download / Learn more Package Citations See dependency  
Maintainer: Lu Mao (view profile)

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,834

Publication Badges

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