CEC

Cross-Entropy Clustering

CEC divides data into Gaussian type clusters. The implementation allows the simultaneous use of various type Gaussian mixture models, performs the reduction of unnecessary clusters and it's able to discover new groups. Based on Spurek, P. and Tabor, J. (2014) <doi:10.1016/j.patcog.2014.03.006>.

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Description file content

Package
CEC
Title
Cross-Entropy Clustering
Version
0.10.2
Date
2018-07-26
Author
Konrad Kamieniecki [aut, cre], Przemyslaw Spurek [ctb]
Maintainer
Konrad Kamieniecki
Description
CEC divides data into Gaussian type clusters. The implementation allows the simultaneous use of various type Gaussian mixture models, performs the reduction of unnecessary clusters and it's able to discover new groups. Based on Spurek, P. and Tabor, J. (2014) .
ByteCompile
true
URL
Encoding
UTF-8
NeedsCompilation
yes
SystemRequirements
C++11
License
GPL-3
Imports
graphics, methods, stats, utils
Packaged
2018-07-26 20:10:44 UTC; konrad
Repository
CRAN
Date/Publication
2018-07-26 22:00:06 UTC

install.packages('CEC')

0.10.2

a month ago

https://github.com/azureblue/cec

Konrad Kamieniecki

GPL-3

Imports

graphics, methods, stats, utils

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