Other packages > Find by keyword >

kpeaks  

Determination of K Using Peak Counts of Features for Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("kpeaks", "1.1.0")



Attach the package and use:
library("kpeaks")
Maintained by
Zeynel Cebeci
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-09-19
Latest Update: 2020-02-08
Description:
The number of clusters (k) is needed to start all the partitioning clustering algorithms. An optimal value of this input argument is widely determined by using some internal validity indices. Since most of the existing internal indices suggest a k value which is computed from the clustering results after several runs of a clustering algorithm they are computationally expensive. On the contrary, the package 'kpeaks' enables to estimate k before running any clustering algorithm. It is based on a simple novel technique using the descriptive statistics of peak counts of the features in a data set.
How to cite:
Zeynel Cebeci (2017). kpeaks: Determination of K Using Peak Counts of Features for Clustering. R package version 1.1.0, https://cran.r-project.org/web/packages/kpeaks. Accessed 28 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:51), 0.1.0 (2017-09-19 11:37)
Other packages that cited kpeaks R package
View kpeaks citation profile
Other R packages that kpeaks depends, imports, suggests or enhances
Complete documentation for kpeaks
Functions, R codes and Examples using the kpeaks R package
Some associated functions: findk . findpolypeaks . genpolygon . kpeaks-package . plotpolygon . rmshoulders . x5p4c . 
Some associated R codes: kpeaks.R .  Full kpeaks package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

msamp  
Estimate Sample Size to Detect Bacterial Contamination in a Product Lot
Estimates the sample size needed to detect microbial contamination in a lot with a user-specified d ...
Download / Learn more Package Citations See dependency  
cats  
Cohort Platform Trial Simulation
Cohort plAtform Trial Simulation whereby every cohort consists of two arms, control and experimenta ...
Download / Learn more Package Citations See dependency  
NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
Download / Learn more Package Citations See dependency  
ncdf4  
Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or ...
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  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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