Dendrogram generated by scipy-cluster does not show

Question

I am using scipy-cluster to generate a hierarchical clustering on some data. As a final step of the application, I call the dendrogram function to plot the clustering. I am runn

Answer 1

Invoking ipython with "-pylab" switch didn't make a difference for me. (System: Fedora 13)

Though not ideal, my solution was to explicitly write the resulting figure as a file. For example:

...
dendrogram(Z)
pylab.savefig( "temp.png" )

Hope this helps anyone who is running into the same issue.

Amendment: Be careful about simply using copy-and-paste with the hcluster package's brief tutorial, notably in that if you call pylab.savefig() after several types of dendrogram drawing shown in the tutorial, i.e.

distMat = # whatever distance matrix you have
dendrogram( linkage( distMat ) )
pylab.savefig( "exampleDendrogram.png" )
dendrogram( linkage( distMat, method="complete" ) ) #instead of default "single"
pylab.savefig( "exampleDendrogram.png" )

Then exampleDendrogram.png will contain both the single-linkage dendrogram and the complete-linkage dendrogram in the same figure, and they will likely cross-cross and look like a mess.

If you're as stupid as me, you'll spend 30-180 minutes in confusion about how to properly use hcluster, when it's actually just a matter of resetting matplotlib between dendrogram calls:

distMat = # whatever distance matrix you have
dendrogram( linkage( distMat ) )
pylab.savefig( "exampleDendrogram1.png" )
pylab.cla()
dendrogram( linkage( distMat, method="complete" ) ) #instead of default "single"
pylab.savefig( "exampleDendrogram2.png" )

Now, the resulting dendrogram image files will look like what you expected them to look like.