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"Details on Vector Linear Regression"

User: "castmonkeys"
New Altair Community Member
Updated by Jocelyn
Hi

I'm doing a very simple regression with RapidMiner. I have tried several regression-models, but the 'Vector Linear Regression' outperforms all of them significantly. So I am now wondering why. I have looked up the docs on https://docs.rapidminer.com/latest/studio/operators/modeling/predictive/functions/vector_linear_regr , but I don't really understand the idea. Even on Google I coulndt find any valuable information about a 'Vector Linear Regression'. So can you share some details on how this algorithm works? I would be interested in a bit more detailed info, e.g. pseudo-code...

BR
Alex

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    User: "SGolbert"
    New Altair Community Member
    Accepted Answer


    Are you talking about SVM or about Vector Linear Regression?

    Vector Linear Regression is just linear regression applied to multiple labels. It is equivalent to regressing each label separately. It is not comparable to most model types in RapidMiner, which take only one label.

    Regards
    Sebastian