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sql server data mining : Clustering data


Jamie MacLennan (MS)
3/25/2004 10:11:14 AM
This sounds like grouping, not clustering. If on the other hand, you want
to automatically detect the clusters, you can create a mining model in
Analysis Services using the clustering algorithm. You would set the Cluster
Count to 7 (in the model properties in the Mining Editor) and set the Income
property to input. You can either ignore all other columns, or set their
values to "Predict Only."

Afterwards you can run a query to determine which cluster each customer was
assigned - check out the FAQ at
http://groups.msn.com/AnalysisServicesDataMining for details.

--

-Jamie MacLennan
SQL Server Data Mining
This posting is provided "AS IS" with no warranties, and confers no rights.
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Lars Roith
3/25/2004 4:28:40 PM
Hello everybody,

I have a relational database containign a table with a lot of facts (e.g.
yearly income).
Now I want to build groups/clusters for the yearly income.
Is there a way to have the analysis services doing the job automtically?
The result should be:
e.g 7 Clusters with the following properties:
income between 0 and 20k
income between 20k and 30k
....

How can I achieve this.

TIA,

Lars

Lars Roith
3/26/2004 3:33:08 PM
Hallo Jamie,

thanks for the answer.

Yes, it is a little bit like grouping.
The main problem is that the data is continuous.
I created a mining model containing the columns to be watched.
For all columns I set the Content type to DISCRETIZED so the analysis server
tries to group
these columns. Afterwards I queried the model to find out wich case belongs
to which cluster.
The FAQ was very helpful for this task and together with BOL a solution was
found.
Now I can dive deeper into my data.
..
Thanks,

Lars

"Jamie MacLennan (MS)" <jamiemac@online.microsoft.com> schrieb im
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