[OTDev] PMML representation of multi-class classification models
Nina Jeliazkova nina at acad.bgSun Nov 1 16:29:59 CET 2009
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chung wrote: > Dear Nina, > > On Sun, 2009-11-01 at 11:23 +0200, Nina Jeliazkova wrote: > >> Dear Pantelis, >> >> >> PMML 4.0 (June 2009) Extensions of Existing Elements: Addition of >> multi-class classification for Support Vector Machines >> <http://en.wikipedia.org/wiki/Support_Vector_Machines>, >> >> >> It seems to be specific to SVM, rather than generic support for multi >> class models, but this needs to be verified. Regarding non-PMML API, if >> the number of target variables is not be fixed to 1, will this be >> sufficient? >> >> > > In that case, we should have 2 different models. One for each target > feature. > Not necessary, there are class of algorithms that can predict multiple targets at once. Regards, Nina > >> Best regards, >> Nina >> >> chung wrote: >> >>> Dear All, >>> Is it possible to represent a classification model in the standard >>> PMML format if it consists of more than one discrimination functions >>> (i.e. there more than one classes)? If not we have to think about how we >>> could represent multi-class models. Intuitively, I say we could provide >>> a model for every discrimination function or modify the PMML schema but >>> I'm not much in favour of this solution. >>> Well, I'm looking forward to read your thoughts on that. >>> >>> Best Regards, >>> Pantelis >>> >>> _______________________________________________ >>> Development mailing list >>> Development at opentox.org >>> http://www.opentox.org/mailman/listinfo/development >>> >>> >> _______________________________________________ >> Development mailing list >> Development at opentox.org >> http://www.opentox.org/mailman/listinfo/development >> >> > > _______________________________________________ > Development mailing list > Development at opentox.org > http://www.opentox.org/mailman/listinfo/development >
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