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mosclust  

Model Order Selection for Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mosclust", "1.0.2")



Attach the package and use:
library("mosclust")
Maintained by
Jessica Gliozzo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-05-27
Latest Update: 2025-05-27
Description:
Stability based methods for model order selection in clustering problems (Valentini, G (2007), <doi:10.1093/bioinformatics/btl600>). Using multiple perturbations of the data the stability of clustering solutions is assessed. Different perturbations may be used: resampling techniques, random projections and noise injection. Stability measures for the estimate of clustering solutions and statistical tests to assess their significance are provided.
How to cite:
Jessica Gliozzo (2025). mosclust: Model Order Selection for Clustering. R package version 1.0.2, https://cran.r-project.org/web/packages/mosclust. Accessed 12 Jun. 2025.
Previous versions and publish date:
No previous versions
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Complete documentation for mosclust
Functions, R codes and Examples using the mosclust R package
Full mosclust package functions and examples
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