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 05 Jun. 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

crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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