{"Package":"ClusterR","Type":"Package","Title":"Gaussian Mixture Models, K-Means, Mini-Batch-Kmeans and\nK-Medoids Clustering","Version":"1.0.6","Date":"2017-08-03","Author":"Lampros Mouselimis ","Maintainer":"Lampros Mouselimis ","BugReports":"https://github.com/mlampros/ClusterR/issues","URL":"https://github.com/mlampros/ClusterR","Description":"Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids\nclustering with the option to plot, validate, predict (new data) and estimate the\noptimal number of clusters. The package takes advantage of 'RcppArmadillo' to\nspeed up the computationally intensive parts of the functions.","License":"MIT + file LICENSE","LazyData":"TRUE","Depends":"R(>= 3.2.3), gtools","Imports":"Rcpp (>= 0.12.5), OpenImageR, graphics, grDevices, utils, gmp,\nFD, stats, ggplot2","LinkingTo":"Rcpp, RcppArmadillo (>= 0.7.2)","Suggests":"testthat, covr, knitr, rmarkdown","VignetteBuilder":"knitr","RoxygenNote":"6.0.1","NeedsCompilation":"yes","Packaged":"2017-08-03 12:17:07 UTC; lampros","Repository":"CRAN","Date/Publication":"2017-08-03 15:15:39 UTC","repoType":"cran","tarballUrl":"ftp://cran.r-project.org/pub/R/src/contrib/ClusterR_1.0.6.tar.gz","readme":"\n## ClusterR\n
\n\nThe ClusterR package consists of Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering algorithms with the option to plot, validate, predict (new data) and find the optimal number of clusters. The package takes advantage of 'RcppArmadillo' to speed up the computationally intensive parts of the functions. More details on the functionality of ClusterR can be found in the package Vignette. ClusterR can be installed, currently, in the following OS's: Linux, Mac and Windows.\n

\n\nTo install the package from CRAN use, \n\n```R\n\ninstall.packages(\"ClusterR\")\n\n\n```\n
\n\nand to download the latest version from Github use the *install_github* function of the devtools package,\n

\n\n```R\n\ndevtools::install_github('mlampros/ClusterR')\n\n\n```\n
\n\nUse the following link to report bugs/issues,\n

\n\n[https://github.com/mlampros/ClusterR/issues](https://github.com/mlampros/ClusterR/issues)"}

Description

Usage

Arguments