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ClustAssess  

Tools for Assessing Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ClustAssess", "0.3.0")



Attach the package and use:
library("ClustAssess")
Maintained by
Arash Shahsavari
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-03-31
Latest Update: 2022-01-26
Description:
A set of tools for evaluating clustering robustness using proportion of ambiguously clustered pairs (Senbabaoglu et al. (2014) ), as well as similarity across methods and method stability using element-centric clustering comparison (Gates et al. (2019) ). Additionally, this package enables stability-based parameter assessment for graph-based clustering pipelines typical in single-cell data analysis.
How to cite:
Arash Shahsavari (2021). ClustAssess: Tools for Assessing Clustering. R package version 0.3.0, https://cran.r-project.org/web/packages/ClustAssess. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2021-03-31 14:00), 0.1.1 (2021-03-31 18:40)
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