[R] plot.hclust: strange behaviour with "manufactured" hclust object

Liaw, Andy andy_liaw at merck.com
Wed Feb 20 20:19:22 CET 2002


The problem seems to be that the original merge component is stored as int,
but the source()'d version is not.  Coercing that to int I think works.

Cheers,
Andy

> -----Original Message-----
> From: Hugh Chipman [mailto:hachipma at icarus.math.uwaterloo.ca]
> Sent: Wednesday, February 20, 2002 1:32 PM
> To: r-help at stat.math.ethz.ch
> Cc: hachipma at icarus.math.uwaterloo.ca
> Subject: [R] plot.hclust: strange behaviour with "manufactured" hclust
> object
> 
> 
> 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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