cba: Clustering for Business Analytics

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

Author
Christian Buchta and Michael Hahsler
Date of publication
2016-06-04 19:59:29
Maintainer
Christian Buchta <christian.buchta@wu.ac.at>
License
GPL-2
Version
0.2-17

View on CRAN

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

Files in this package

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