clusterfly {clusterfly}R Documentation

Clustefly

Description

This method creates a convenient data structure for dealing with a dataset and a number of alternative clusterings.

Usage

clusterfly(df, rescale=TRUE)

Arguments

df data frame to be clustered
rescale rescale, if true each variable will be scaled to have mean 0 and variance 1.

Details

Once you have created a clusterfly object, you can add clusterings to it with cfly_cluster, and visualise then in GGobi with cfly_show and cfly_animate. Static graphics are also available: cfly_pcp will produce a parallel coordinates plot, cfly_dist will show the distribution of each variable in each cluster, and cfly_fluct compares two clusterings with a fluctuation diagram.

If you want to standardise the cluster labelling to one group, look at clarify and cfly_clarify

Author(s)

Hadley Wickham <h.wickham@gmail.com>

See Also

vignette("introduction")


[Package clusterfly version 0.2.2 Index]