gclus (version 1.3.2)

Clustering Graphics

Description

Orders panels in scatterplot matrices and parallel coordinate displays by some merit index. Package contains various indices of merit, ordering functions, and enhanced versions of pairs and parcoord which color panels according to their merit level.

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Version

Install

install.packages('gclus')

Monthly Downloads

28,691

Version

1.3.2

License

GPL (>= 2)

Maintainer

Catherine Hurley

Last Published

January 7th, 2019

Functions in gclus (1.3.2)

colpairs

Applies a function to all pairs of columns

partition.crit

Combines the results of appplying an index to each group of observations

pclen

Profile smoothness measures

wine

Wine recognition data

dmat.color

Colors a symmetric matrix

diameter

Cluster heterogeneity of 2-d data

order.clusters

Orders clustered objects using hierarchical clustering

bank

Swiss bank notes data

ozone

Ozone data from Breiman and Friedman, 1985

order.single

Orders objects using hierarchical clustering

body

Exploring Relationships in Body Dimensions

plotcolors

Plots a matrix of colors

vec2distm

Various utility functions

cpairs

Enhanced scatterplot matrix

cparcoord

Enhanced parallel coordinate plot

Clustering coefficients from package cluster.

reorder.hclust

Reorders object order of hclust, keeping objects within a cluster contiguous to each other.