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FactoClass  

Combination of Factorial Methods and Cluster Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("FactoClass", "1.2.9")



Attach the package and use:
library("FactoClass")
Maintained by
Campo Elias Pardo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2008-11-06
Latest Update: 2024-01-31
Description:
Some functions of 'ade4' and 'stats' are combined in order to obtain a partition of the rows of a data table, with columns representing variables of scales: quantitative, qualitative or frequency. First, a principal axes method is performed and then, a combination of Ward agglomerative hierarchical classification and K-means is performed, using some of the first coordinates obtained from the previous principal axes method. In order to permit different weights of the elements to be clustered, the function 'kmeansW', programmed in C++, is included. It is a modification of 'kmeans'. Some graphical functions include the option: 'gg=FALSE'. When 'gg=TRUE', they use the 'ggplot2' and 'ggrepel' packages to avoid the super-position of the labels.
How to cite:
Campo Elias Pardo (2008). FactoClass: Combination of Factorial Methods and Cluster Analysis. R package version 1.2.9, https://cran.r-project.org/web/packages/FactoClass. Accessed 03 Dec. 2024.
Previous versions and publish date:
0.7.5 (2008-11-06 11:42), 0.7.6 (2008-11-19 16:08), 0.7.7 (2009-05-06 14:00), 1.0.1 (2009-07-21 18:14), 1.0.3 (2009-11-26 17:33), 1.0.4 (2010-07-30 22:25), 1.0.5 (2010-11-06 09:33), 1.0.6 (2011-05-16 08:30), 1.0.7 (2011-05-17 12:06), 1.0.8 (2012-02-01 09:13), 1.0.9 (2013-06-06 07:46), 1.1.0 (2013-07-18 22:30), 1.1.1 (2015-02-03 23:13), 1.1.2 (2015-08-05 20:05), 1.1.3 (2017-01-06 01:20), 1.1.4 (2017-08-09 20:19), 1.1.6 (2017-09-01 17:27), 1.2.4 (2018-03-01 18:54), 1.2.7 (2018-10-01 06:50), 1.2.8 (2023-09-14 02:02)
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