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CircularSilhouette  

Fast Silhouette on Circular or Linear Data Clusters
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CircularSilhouette", "0.0.1")



Attach the package and use:
library("CircularSilhouette")
Maintained by
Joe Song
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-04-27
Latest Update: 2022-04-27
Description:
Calculating silhouette information for clusters on circular or linear data using fast algorithms. These algorithms run in linear time on sorted data, in contrast to quadratic time by the definition of silhouette. When used together with the fast and optimal circular clustering method FOCC (Debnath & Song 2021) implemented in R package 'OptCirClust', circular silhouette can be maximized to find the optimal number of circular clusters; it can also be used to estimate the period of noisy periodical data.
How to cite:
Joe Song (2022). CircularSilhouette: Fast Silhouette on Circular or Linear Data Clusters. R package version 0.0.1, https://cran.r-project.org/web/packages/CircularSilhouette. Accessed 03 Dec. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited CircularSilhouette R package
View CircularSilhouette citation profile
Other R packages that CircularSilhouette depends, imports, suggests or enhances
Complete documentation for CircularSilhouette
Functions, R codes and Examples using the CircularSilhouette R package
Some associated functions: circular.sil . estimate.period . fast.sil . find.num.of.clusters . 
Some associated R codes: RcppExports.R . circular_silhouette.R . estimate_period.R . find_num_clusters.R . linear_silhouette.R .  Full CircularSilhouette package functions and examples
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