Showing posts with label enables. Show all posts
Showing posts with label enables. Show all posts

Monday, March 12, 2012

Question on PMML for data mining

Hi, all experts here,

Thank you very much for your kind attention.

I am having a question on the PMML for data mining. As we know PMML enables the deployment of data mining models over all the major data mining vendors' data mining platform. I want to make sure what features of data mining models are exchanged actually? Are only the contents of the mining models? Or all the relative features (from data source, data source view, atrtibutes etc. ) ? And can we reprocess the data mining models from the destination platform where the mining models are deployed different from where they are created?

I am looking foreward to hearing from you shortly and thank you very much.

With best regards,

Yours sincerely,

PMML exports only the content of the mining model.

Data Source and Data Source View information is not exported, because these are specific to Microsoft Analysis Services Data Mining. So, in order to reprocess a mining model imported using PMML, you must ensure that the columns in the data dictionary section of the PMML file are available in the mining structure.

Similarly, if importing to a different destination, you would need to ensure that the columns in the data dictionary section of the PMML file could be bound to available columns.

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Hi, Donald,

Thank you so much for your advices. It's been very helpful for me.

With best regards,

Yours sincerely,