cba: Clustering for Business Analytics
Version 0.2-19

Implements clustering techniques such as Proximus and Rock, utility functions for efficient computation of cross distances and data manipulation.

Browse man pages Browse package API and functions Browse package files

AuthorChristian Buchta and Michael Hahsler
Date of publication2017-05-11 18:15:07 UTC
MaintainerChristian Buchta <christian.buchta@wu.ac.at>
LicenseGPL-2
Version0.2-19
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("cba")

Man pages

ccfkms: Clustering with Conjugate Convex Functions
circleplot.dist: Plotting Distance Graphs
clmplot: Plotting Logical Matrices
cluster.dist: Clustering a Sparse Symmetric Distance Matrix
coding: Dummy Coding
cut.ordered: Converting Ordered Factors
fitted.proximus: Extract from a Proximus Object
gknn: Generalized k-Nearest Neighbor Classification
image: Matrix Image Plots
lminter: Interpolating Logical Matrices
lmplot: Plotting Logical Matrices
Mushroom: Mushroom Data Set
order: Improving the Presentation of Matrix Objects
order.greedy: Hierarchical Greedy Ordering
order.length: Conciseness of Presentation Measures
order.optimal: Optimal Leaf Ordering of Binary Trees.
plot.sdists.graph: Plotting Edit Transcripts and Sequence Alignments
predict.ccfkms: Clustering with Conjugate Convex Functions.
predict.rock: Rock Clustering
proximus: Proximus
rlbmat: Block Uniform Logical Matrix Deviates
rockCluster: Rock Clustering
sdists: Sequence Distance Computation
sdists.center: Centroid Sequences
sdists.center.align: Align Sequences to a Center
sdists.trace: Edit Transcripts and Sequence Alignments
stress: Conciseness of Presentation Measures
summary.proximus: Summarizing Proximus Objects
townships: Bertin's Characteristics and Townships Data Set
Votes: Congressional Votes 1984 Data Set

Functions

Mushroom Man page
Votes Man page
as.dummy Man page Source code
as.dummy.data.frame Man page Source code
as.dummy.factor Source code
as.dummy.integer Source code
as.dummy.list Source code
as.dummy.logical Source code
as.dummy.matrix Man page Source code
ccfkms Man page Source code
ccfkms_sample Source code
circleplot.dist Man page Source code
clmplot Man page Source code
cluster.dist Man page Source code
cut.ordered Man page Source code
fitted.proximus Man page Source code
fitted.rock Man page Source code
gknn Man page Source code
implot Man page Source code
lminter Man page Source code
lmplot Man page Source code
order.data.frame Man page Source code
order.dist Man page Source code
order.greedy Man page Source code
order.length Man page Source code
order.matrix Man page Source code
order.optimal Man page Source code
plot.sdists.graph Man page Source code
predict.ccfkms Man page Source code
predict.rock Man page Source code
print.proximus Source code
print.rock Source code
print.summary.proximus Man page Source code
proximus Man page Source code
rlbmat Man page Source code
rockClass Source code
rockCluster Man page Source code
rockLink Man page Source code
rockMerge Source code
sdists Man page Source code
sdists.center Man page Source code
sdists.center.align Man page Source code
sdists.trace Man page Source code
stress Man page Source code
stress.dist Man page Source code
summary.proximus Man page Source code
townships Man page

Files

TODO
src
src/coding.c
src/stress.c
src/arrayIndex.c
src/interpolate.c
src/greedy.c
src/proximus.c
src/ccfkms.c
src/dll.c
src/cluster.c
src/gknn.c
src/rock.c
src/sdists.c
src/optimal.c
NAMESPACE
CHANGELOG
data
data/Votes.rda
data/Mushroom.rda
data/townships.rda
R
R/coding.r
R/cluster.r
R/proximus.r
R/sdists.r
R/stress.r
R/ccfkms.r
R/cut.ordered.r
R/rock.r
R/gknn.r
R/circleplot.R
R/order.r
R/sdists.util.R
R/plots.r
MD5
DESCRIPTION
man
man/sdists.center.Rd
man/stress.Rd
man/lmplot.Rd
man/lminter.Rd
man/plot.sdists.graph.Rd
man/townships.Rd
man/rockCluster.Rd
man/sdists.center.align.Rd
man/sdists.trace.Rd
man/predict.ccfkms.Rd
man/cut.ordered.Rd
man/Votes.Rd
man/ccfkms.Rd
man/order.greedy.Rd
man/rlbmat.Rd
man/proximus.Rd
man/image.Rd
man/predict.rock.Rd
man/order.Rd
man/summary.proximus.Rd
man/circleplot.dist.Rd
man/sdists.Rd
man/fitted.proximus.Rd
man/Mushroom.Rd
man/coding.Rd
man/order.optimal.Rd
man/clmplot.Rd
man/cluster.dist.Rd
man/gknn.Rd
man/order.length.Rd
cba documentation built on May 19, 2017, 9:03 p.m.