CEC: Cross-Entropy Clustering

Cross-Entropy Clustering (CEC) divides the data into Gaussian type clusters. It performs the automatic reduction of unnecessary clusters, while at the same time allows the simultaneous use of various type Gaussian mixture models.

Author
Konrad Kamieniecki [aut, cre], Przemyslaw Spurek [ctb]
Date of publication
2016-04-24 16:40:14
Maintainer
Konrad Kamieniecki <konrad.kamieniecki@uj.edu.pl>
License
GPL-3
Version
0.9.4
URLs

View on CRAN

Man pages

ball
Ball
cec
Cross-Entropy Clustering
CEC-package
Cross-Entropy Clustering
cec.plot.cost.function
Plot cost function of CEC results.
fourGaussians
fourGaussians
init.centers
Center initialization
mixShapes
mixShapes
mouseset
Mouse set
plot.cec
Plot CEC.
print.cec
Print CEC.
run.cec.tests
CEC package tests.
Tset
Tset

Files in this package

CEC
CEC/inst
CEC/inst/cec_tests
CEC/inst/cec_tests/centers43d.data
CEC/inst/cec_tests/mouse3d.data
CEC/inst/cec_tests/centers2.data
CEC/inst/cec_tests/centers3d.data
CEC/inst/cec_tests/clustering.test.R
CEC/inst/cec_tests/cec1.dp
CEC/inst/cec_tests/energy.calculation.test.ball1.R
CEC/inst/cec_tests/energy.calculation.test.mouseset1.R
CEC/inst/cec_tests/energy.calculation.test.mouseset3d.R
CEC/inst/cec_tests/ball1.data
CEC/inst/cec_tests/mouse1.data
CEC/inst/cec_tests/centers1.data
CEC/inst/cec_tests/covariance.calculation.test.R
CEC/tests
CEC/tests/run.cec.tests.R
CEC/src
CEC/src/cec.h
CEC/src/matrix.c
CEC/src/Makevars
CEC/src/rand.h
CEC/src/errors.h
CEC/src/cec_r.h
CEC/src/rand.c
CEC/src/cec_context.h
CEC/src/array.h
CEC/src/cec_r.c
CEC/src/centers_init_r.h
CEC/src/cec_r_utils.h
CEC/src/alloc.h
CEC/src/checked_allocator.h
CEC/src/cov_utils.c
CEC/src/energy.h
CEC/src/alloc.c
CEC/src/errors.c
CEC/src/model.h
CEC/src/cross_entropy_context.c
CEC/src/cec_r_utils.c
CEC/src/cec_context.c
CEC/src/model.c
CEC/src/cov_utils.h
CEC/src/centers_init_r.c
CEC/src/kmeanspp.c
CEC/src/cec.c
CEC/src/array.c
CEC/src/kmeanspp.h
CEC/src/cross_entropy_context.h
CEC/src/energy.c
CEC/src/matrix.h
CEC/NAMESPACE
CEC/NEWS.md
CEC/data
CEC/data/Tset.rda
CEC/data/mixShapes.rda
CEC/data/fourGaussians.rda
CEC/R
CEC/R/utils.R
CEC/R/model.covariance.R
CEC/R/plot.cec.R
CEC/R/ellipse.R
CEC/R/cec.R
CEC/R/cec.params.R
CEC/R/cec.plot.cost.function.R
CEC/R/print.cec.R
CEC/R/init.centers.R
CEC/R/tests.R
CEC/README.md
CEC/MD5
CEC/DESCRIPTION
CEC/man
CEC/man/init.centers.Rd
CEC/man/Tset.Rd
CEC/man/print.cec.Rd
CEC/man/mouseset.Rd
CEC/man/cec.Rd
CEC/man/mixShapes.Rd
CEC/man/cec.plot.cost.function.Rd
CEC/man/run.cec.tests.Rd
CEC/man/fourGaussians.Rd
CEC/man/CEC-package.Rd
CEC/man/ball.Rd
CEC/man/plot.cec.Rd