[OTDev] PMML representation of multi-class classification models
chung chvng at mail.ntua.grSun Nov 1 15:06:57 CET 2009
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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. > 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 >
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