flexclust: Flexible Cluster Algorithms

The main function kcca implements a general framework for k-centroids cluster analysis supporting arbitrary distance measures and centroid computation. Further cluster methods include hard competitive learning, neural gas, and QT clustering. There are numerous visualization methods for cluster results (neighborhood graphs, convex cluster hulls, barcharts of centroids, ...), and bootstrap methods for the analysis of cluster stability.

AuthorFriedrich Leisch [aut, cre], Evgenia Dimitriadou [ctb]
Date of publication2013-07-02 12:32:50
MaintainerFriedrich Leisch <Friedrich.Leisch@R-project.org>
LicenseGPL-2
Version1.3-4

View on CRAN

Man pages

achieve: Achievement Test Scores for New Haven Schools

auto: Automobile Customer Survey Data

barplot-methods: Barplot/chart Methods in Package 'flexclust'

birth: Birth and Death Rates

bootFlexclust: Bootstrap Flexclust Algorithms

bundestag: German Parliament Election Data

bwplot-methods: Box-Whisker Plot Methods in Package 'flexclust'

cclust: Convex Clustering

clusterSim: Cluster Similarity Matrix

conversion: Conversion Between S3 Partition Objects and KCCA

dentitio: Dentition of Mammals

dist2: Compute pairwise distances between two data sets

distances: Distance and Centroid Computation

flexclustControl-class: Classes "flexclustControl" and "cclustControl"

flxColors: Flexclust Color Palettes

image-methods: Methods for Function image in Package 'flexclust'

info: Get Information on Fitted Flexclust Objects

kcca: K-Centroids Cluster Analysis

kcca2df: Convert Cluster Result to Data Frame

milk: Milk of Mammals

Nclus: Artificial Example with 4 Gaussians

nutrient: Nutrients in Meat, Fish and Fowl

pairs: Methods for Function pairs in Package 'flexclust'

parameters: Get Centroids from KCCA Object

plot-methods: Methods for Function plot in Package 'flexclust'

predict-methods: Predict Cluster Membership

priceFeature: Artificial 2d Market Segment Data

projAxes: Add Arrows for Projected Axes to a Plot

propBarchart: Barcharts and Boxplots for Columns of a Data Matrix Split by...

qtclust: Stochastic QT Clustering

randIndex: Compare Partitions

randomTour: Plot a Random Tour

shadow: Cluster shadows and silhouettes

shadowStars: Shadow Stars

stepFlexclust: Run Flexclust Algorithms Repeatedly

stripes: Stripes Plot

volunteers: Motivation of Australian Volunteers

Files in this package

flexclust
flexclust/MD5
flexclust/tests
flexclust/tests/weights.R
flexclust/tests/plots.R
flexclust/tests/grouping.R
flexclust/tests/disttests.R
flexclust/tests/boot.R
flexclust/src
flexclust/src/index.c
flexclust/src/cclust.c
flexclust/man
flexclust/man/volunteers.Rd flexclust/man/stripes.Rd flexclust/man/stepFlexclust.Rd flexclust/man/shadowStars.Rd flexclust/man/shadow.Rd flexclust/man/randomTour.Rd flexclust/man/randIndex.Rd flexclust/man/qtclust.Rd flexclust/man/propBarchart.Rd flexclust/man/projAxes.Rd flexclust/man/priceFeature.Rd flexclust/man/predict-methods.Rd flexclust/man/plot-methods.Rd flexclust/man/parameters.Rd flexclust/man/pairs.Rd flexclust/man/nutrient.Rd flexclust/man/milk.Rd flexclust/man/kcca2df.Rd flexclust/man/kcca.Rd flexclust/man/info.Rd flexclust/man/image-methods.Rd flexclust/man/flxColors.Rd flexclust/man/flexclustControl-class.Rd flexclust/man/distances.Rd flexclust/man/dist2.Rd flexclust/man/dentitio.Rd flexclust/man/conversion.Rd flexclust/man/clusterSim.Rd flexclust/man/cclust.Rd flexclust/man/bwplot-methods.Rd flexclust/man/bundestag.Rd flexclust/man/bootFlexclust.Rd flexclust/man/birth.Rd flexclust/man/barplot-methods.Rd flexclust/man/auto.Rd flexclust/man/achieve.Rd flexclust/man/Nclus.Rd
flexclust/inst
flexclust/inst/CITATION
flexclust/data
flexclust/data/volunteers.RData
flexclust/data/nutrient.txt.gz
flexclust/data/milk.txt.gz
flexclust/data/dentitio.txt.gz
flexclust/data/btw2009.RData
flexclust/data/btw2005.RData
flexclust/data/btw2002.RData
flexclust/data/birth.txt.gz
flexclust/data/auto.RData
flexclust/data/achieve.txt.gz
flexclust/data/Nclus.RData
flexclust/R
flexclust/R/utils.R flexclust/R/tour.R flexclust/R/stripes.R flexclust/R/stepflexclust.R flexclust/R/shadow.R flexclust/R/randIndex.R flexclust/R/qtclust.R flexclust/R/projAxes.R flexclust/R/pricefeat.R flexclust/R/predict.R flexclust/R/plot.R flexclust/R/kcca.R flexclust/R/info.R flexclust/R/grouping.R flexclust/R/family.R flexclust/R/distances.R flexclust/R/conversion.R flexclust/R/cclust.R flexclust/R/bundestag.R flexclust/R/boxplot.R flexclust/R/bootstrap.R flexclust/R/barplot.R flexclust/R/AAA-classes.R
flexclust/NEWS
flexclust/NAMESPACE
flexclust/DESCRIPTION

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