[R] plot.hclust: strange behaviour with "manufactured" hclust object
Hugh Chipman
hachipma at icarus.math.uwaterloo.ca
Wed Feb 20 19:31:45 CET 2002
I've been trying to get plot.hclust to work with a hclust object I
created and have not had much success. It seems that there is some
"hidden" characteristic of a hclust object that I can't see. This is
most easily seen in the following example, where plot.hclust works on
one object, but when this object is "dumped" and then re-read,
plot.hclust no longer works. Is this a scoping problem?
Script started on Wed Feb 20 13:17:37 2002
1>@icarus[101]% R
R : Copyright 2002, The R Development Core Team
Version 1.4.1 (2002-01-30)
......(stuff deleted)
> set.seed(103)
> library(mva)
> x <- matrix(rnorm(5*2),ncol=2)
> x.hc <- hclust(dist(x),method='average')
> plot.hclust(x.hc)
# the above works
> dump('x.hc')
> source('dumpdata.R')
> plot.hclust(x.hc)
Error in plot.hclust(x.hc) : invalid dendrogram input
One hypothesis I had was that it might be something like the "call"
object that wasn't correctly being re-created by the dump & source,
but that doesn't seem to be it. Below, I remove everything except
merge, order, and height, and plot.hclust still works on the original
object and fails on the dump + source object.
> x.hc <- hclust(dist(x),method='average')
> x.hc$call <- NULL
> x.hc$dist.method <- NULL
> x.hc$method <- NULL
> x.hc$labels <- NULL
> plot.hclust(x.hc)
> dump('x.hc')
> source('dumpdata.R')
> plot.hclust(x.hc)
Error in plot.hclust(x.hc) : invalid dendrogram input
>
> str(x.hc)
List of 3
$ merge : num [1:4, 1:2] -2 -5 -1 -4 -3 1 2 3
$ height: num [1:4] 0.873 1.257 1.633 2.430
$ order : num [1:5] 4 1 5 2 3
- attr(*, "class")= chr "hclust"
Any help would be greatly appreciated!
Hugh Chipman
--
-- Hugh Chipman -- Associate Professor, Statistics & Actuarial Science --
-- University of Waterloo, Ontario, Canada --
-- --
-- Visiting Stanford Statistics Department, January-March 2002 --
-- (650) 725 6148 Fax (650) 725-8977 --
-- Department of Statistics, Sequoia Hall, 390 Serra Mall --
-- Stanford University, Stanford, CA 94305-4065 --
-- http://www.stats.uwaterloo.ca/~hachipma/ hachipman at uwaterloo.ca --
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