Other packages > Find by keyword >

inaparc  

Initialization Algorithms for Partitioning Cluster Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("inaparc", "1.2.0")



Attach the package and use:
library("inaparc")
Maintained by
Zeynel Cebeci
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-10-16
Latest Update: 2022-06-16
Description:
Partitioning clustering algorithms divide data sets into k subsets or partitions so-called clusters. They require some initialization procedures for starting the algorithms. Initialization of cluster prototypes is one of such kind of procedures for most of the partitioning algorithms. Cluster prototypes are the centers of clusters, i.e. centroids or medoids, representing the clusters in a data set. In order to initialize cluster prototypes, the package 'inaparc' contains a set of the functions that are the implementations of several linear time-complexity and loglinear time-complexity methods in addition to some novel techniques. Initialization of fuzzy membership degrees matrices is another important task for starting the probabilistic and possibilistic partitioning algorithms. In order to initialize membership degrees matrices required by these algorithms, a number of functions based on some traditional and novel initialization techniques are also available in the package 'inaparc'.
How to cite:
Zeynel Cebeci (2017). inaparc: Initialization Algorithms for Partitioning Cluster Analysis. R package version 1.2.0, https://cran.r-project.org/web/packages/inaparc. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1.0 (2017-10-16 19:33), 0.2.0 (2017-11-05 00:25), 1.1.0 (2020-02-08 21:10)
Other packages that cited inaparc R package
View inaparc citation profile
Other R packages that inaparc depends, imports, suggests or enhances
Complete documentation for inaparc
Functions, R codes and Examples using the inaparc R package
Some associated functions: aldaoud . ballhall . crsamp . figen . firstk . forgy . get.algorithms . hartiganwong . imembones . imembrand . inaparc-package . inofrep . inscsf . insdev . is.inaparc . kkz . kmpp . ksegments . ksteps . lastk . lhsmaximin . lhsrandom . maximin . mscseek . rsamp . rsegment . scseek . scseek2 . spaeth . ssamp . topbottom . uniquek . ursamp . 
Some associated R codes: inaparc.R .  Full inaparc package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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