Other packages > Find by keyword >

BayesCVI  

Bayesian Cluster Validity Index
View on CRAN: Click here


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

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

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



Attach the package and use:
library("BayesCVI")
Maintained by
Onthada Preedasawakul
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-02-26
Latest Update: 2025-07-09
Description:
Algorithms for computing and generating plots with and without error bars for Bayesian cluster validity index (BCVI) (N. Wiroonsri, O. Preedasawakul (2024) ) based on several underlying cluster validity indexes (CVIs) including Calinski-Harabasz, Chou-Su-Lai, Davies-Bouldin, Dunn, Pakhira-Bandyopadhyay-Maulik, Point biserial correlation, the score function, Starczewski, and Wiroonsri indices for hard clustering, and Correlation Cluster Validity, the generalized C, HF, KWON, KWON2, Modified Pakhira-Bandyopadhyay-Maulik, Pakhira-Bandyopadhyay-Maulik, Tang, Wiroonsri-Preedasawakul, Wu-Li, and Xie-Beni indices for soft clustering. The package is compatible with K-means, fuzzy C means, EM clustering, and hierarchical clustering (single, average, and complete linkage). Though BCVI is compatible with any underlying existing CVIs, we recommend users to use either WI or WP as the underlying CVI.
How to cite:
Onthada Preedasawakul (2024). BayesCVI: Bayesian Cluster Validity Index. R package version 1.0.2, https://cran.r-project.org/web/packages/BayesCVI. Accessed 07 Mar. 2026.
Previous versions and publish date:
1.0.0 (2024-02-26 17:20), 1.0.1 (2024-09-04 17:50)
Other packages that cited BayesCVI R package
View BayesCVI citation profile
Other R packages that BayesCVI depends, imports, suggests or enhances
Complete documentation for BayesCVI
Functions, R codes and Examples using the BayesCVI R package
Full BayesCVI package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

portalr  
Create Useful Summaries of the Portal Data
Download and generate summaries for the rodent, plant, ant, and weather data from the Portal Projec ...
Download / Learn more Package Citations See dependency  
testDriveR  
Teaching Data for Statistics and Data Science
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency  
SAMtool  
Stock Assessment Methods Toolkit
Simulation tools for closed-loop simulation are provided for the 'MSEtool' operating model to inform ...
Download / Learn more Package Citations See dependency  
ReviewR  
A Light-Weight, Portable Tool for Reviewing Individual Patient Records
A portable Shiny tool to explore patient-level electronic health record data and perform chart revi ...
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  
lmSubsets  
Exact Variable-Subset Selection in Linear Regression
Exact and approximation algorithms for variable-subset selection in ordinary linear regression mode ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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