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penguinflies90
Calcite | Level 5

I am doing k-means clustering using fastclus and am getting negative and decreasing CCC values as I increase the number of clusters. The following link says the distribution might be unimodal and long tailed.

 

http://support.sas.com/kb/22/540.html

 

What does this mean? Is this talking about the variables I am clustering on or the distribution of the CCC value itself? I am going to try non-parametric clustering to see if that gives me better results. Can anybody suggest anything else apart from that? 

 

Thanks

1 REPLY 1
MikeStockstill
SAS Employee

Hello Penguinflies90-

 

According to the link, "distribution" refers to the CCC.  A number-of-clusters solution is not clearly defined by the CCC in this case.  

Here is a note that provides some analysis strategies to consider.

 

46314: The Cluster node creates only one big cluster, or does not find clusters in the data

http://support.sas.com/kb/46/314.html

 

Have a great day.

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