measure support vector clustering validation

User: "njasaj"
New Altair Community Member
Updated by Jocelyn
Hi,
I need to know if it is possible to measure validity of clustering by support vector clustering when there is no idea about the number of clusters? and also how to select the proper parameters for support vector clustering in RapidMiner? I mean that is there any operator that measure the quality of support vector clustering in RapidMiner ?

Thanks for your replies.

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    User: "dudester"
    New Altair Community Member
    This is more a statistical question than a RapidMiner issue, although I am not an expert in this area.  I do know in using other mining products, that estimating initial clustering parameters is oftentimes as much art as science, and it is helpful to have content background as you explore.  There are various techniques you can use to help you with this; hope this helps

    http://www.stanford.edu/~hastie/Papers/gap.pdf
    http://www.ncbi.nlm.nih.gov/pubmed/18270084
    User: "phani9779"
    New Altair Community Member

    I have the similar question. I followed the links provided, but it is more in a theoritical form. Is there any operator in Rapidminer to select the optimum clusters based on parameters such as entropy, BIC, AIC etc.

     

    Thanks in advance

    User: "sgenzer"
    Altair Employee

    hi @phani9779 - have you tried just using Auto Model? It will optimize your cluster performance very nicely.

     

    Screen Shot 2018-09-11 at 9.23.14 AM.png

    User: "phani9779"
    New Altair Community Member

    Hi Mr. Scott,

     

    Thanks for your kind reply. Is it possible to conduct SVC clustering in Automodel?

    User: "sgenzer"
    Altair Employee

    from @IngoRM:

     

    "In theory [SVC clustering] sounds good since it can handle non-linear separations better.  In practice, this does not matter that much in large number of dimensions though.  It is also terribly slow and hard to tune.  Not a big fan myself.  So it should come as no surprise that AM is not doing this."

     

    Scott

    User: "phani9779"
    New Altair Community Member

    Hi Scott,

     

    My thanks for your kindness. I am slowly realizing that SVC sounds better in theory but not in practice.

     

    I have some issue with the license activation. Can you please get through this? I have a educational license valid till september, 2019. But after installing the license key, the activation wizard showing the trial duration.

    User: "tftemme"
    New Altair Community Member

    Hi @phani9779

     

    Don't worry about the license. The license system always takes the license with the most privileges, which is in this case the Trial license (it corresponds to a Large license). When the trial expires it will default back to your educational license.

     

    Best wishes and happy mining

    Fabian

    User: "phani9779"
    New Altair Community Member

    Thank you :smileyhappy: