Learn R Programming
⚠️There's a newer version (1.5.0) of this package.Take me there.

flexclust (version 1.4-0)

Flexible Cluster Algorithms

Description

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.

Copy Link

Version

Install

install.packages('flexclust')

Monthly Downloads

9,003

Version

1.4-0

License

GPL-2

Maintainer

Friedrich Leisch

Last Published

September 24th, 2018

Functions in flexclust (1.4-0)

image-methods

Methods for Function image in Package `flexclust'
info

Get Information on Fitted Flexclust Objects
flxColors

Flexclust Color Palettes
histogram-methods

Methods for Function histogram in Package `flexclust'
birth

Birth and Death Rates
priceFeature

Artificial 2d Market Segment Data
clusterSim

Cluster Similarity Matrix
projAxes

Add Arrows for Projected Axes to a Plot
slswFlexclust

Segment Level Stability Within Solution.
conversion

Conversion Between S3 Partition Objects and KCCA
dentitio

Dentition of Mammals
kcca

K-Centroids Cluster Analysis
dist2

Compute Pairwise Distances Between Two Data sets
nutrient

Nutrients in Meat, Fish and Fowl
milk

Milk of Mammals
parameters

Get Centroids from KCCA Object
distances

Distance and Centroid Computation
pairs-methods

Methods for Function pairs in Package `flexclust'
flexclustControl-class

Classes "flexclustControl" and "cclustControl"
kcca2df

Convert Cluster Result to Data Frame
plot-methods

Methods for Function plot in Package `flexclust'
predict-methods

Predict Cluster Membership
propBarchart

Barcharts and Boxplots for Columns of a Data Matrix Split by Groups
shadowStars

Shadow Stars
randIndex

Compare Partitions
stepFlexclust

Run Flexclust Algorithms Repeatedly
relabel

Relabel Cluster Results.
shadow

Cluster Shadows and Silhouettes
stripes

Stripes Plot
slsaplot

Segment Level Stability Across Solutions Plot.
qtclust

Stochastic QT Clustering
volunteers

Motivation of Australian Volunteers
vacmot

Vacation Motives of Australians
randomTour

Plot a Random Tour
bwplot-methods

Box-Whisker Plot Methods in Package `flexclust'
achieve

Achievement Test Scores for New Haven Schools
barplot-methods

Barplot/chart Methods in Package `flexclust'
cclust

Convex Clustering
bclust

Bagged Clustering
auto

Automobile Customer Survey Data
bootFlexclust

Bootstrap Flexclust Algorithms
Nclus

Artificial Example with 4 Gaussians
bundestag

German Parliament Election Data