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CircularSilhouette
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]
[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 04 Jan. 2025.
Previous versions and publish date:
No previous versions
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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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