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Using K Means in a Calculation View

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Hi Experts,

 

Can you please help me with the below scenario.

I am trying to use K-Means function to perform clustering on customer data. I have the below columns:

 

Attributes:

Customer ID, Home Ownership Status

 

Measures:

Customers Debt to Income Ratio, Annual Income

 

1. Is it possible to use multiple attributes given above to perform the clustering as i read that clustering can be only done using measures.

2. I need to pass the number of clusters dynamically from report to the K-Means function to perform clustering. I tried to use calculation view to get this parameter from user at runtime and pass to the input parameter table of K-Means function. But the problem is, calculation views will not allow any kind of DDL statements like create/drop/insert/delete/update etc.

3. Further i would like to understand how to use the results of the K-Means clustering delivered via two tables one having clusters, distance and other having clusters and remaining measures to build a scatter chart. How this can be achieved.

 

Please help.

 

Thanks and Regards,

M.N.Adinarayanan


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