CEC: Cross-Entropy Clustering

Clustering that splits 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>.

Package details

AuthorKonrad Kamieniecki [aut, cre], Przemyslaw Spurek [ctb]
MaintainerKonrad Kamieniecki <konrad.kamieniecki@alumni.uj.edu.pl>
LicenseGPL-3
Version0.10.3
URL https://github.com/azureblue/cec
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("CEC")

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CEC documentation built on Sept. 21, 2021, 5:07 p.m.