Programming the statistical procedures from SAS

number of clusters

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Occasional Learner
Posts: 1

number of clusters

Hi All,

 

Just wante to know how can we identify  the number of clusters in fastclus apart from the market and business understanding.

 

Thanks in Advance.

sriram1

Super User
Posts: 10,880

Re: number of clusters

 

The OUT= data set will have a variable, Cluster by default naming, indentifying each record's assigned cluster.

One simple way is to run Proc freq on the out= dataset and the cluster variable. That will show the number of clusters and how many records were assigned to each cluster.

Super User
Posts: 9,782

Re: number of clusters

That is a tough question have not been solved by now yet.
You'd check the sas documentation of Cluster Analyst .
In sas documentation ,one way is to use the kth nearest cluster.

But My proposal is using Primary Component Analysis to get two Primary Component ,
And plot these high dimension data into two dimension scatter point based on these
 two Primary Component , and you can roughly see what number of clusters you should take.

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