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Logistic Regression only for 2 Label Classes?

Fred12Fred12 Member Posts: 344   Unicorn
edited November 2019 in Help

hi,
I had some issues with logistic regression.. to clarify first: can it only handle binomial values, that's said, only label class with 2 possible values ? or also more? because I had nominal label data with 3 classes... it says "cannot handle polynomial label"... when I splitted the dataset into only 2 possible label class values, it seemed to run at least, but then my Rapidminer Studio crashes every time I run it... is it a bug?

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Answers

  • zprekopcsakzprekopcsak RapidMiner Certified Expert, Member Posts: 47  Guru

    Fred,

    Can you please share your crashing process and some sample of the data?

    Thanks, Zoltan

  • sfraunhoffersfraunhoffer Member Posts: 4 Contributor I

    Hi,

    the logistic regression operator cannot handle any kind of nominal attributes. It can only be applied on data sets with numeric attributes. So you have to use the Nominal to Numerical operator to dummy coding your polynominal attributes.

    ย 

    Greetings,

    Sigrun

  • phellingerphellinger Employee, Member Posts: 95   RM Engineering

    Hi Sigrun,

    ย 

    the new Logistic Regression algorithm (starting from version 7.2) doesย handle nominal attributes out of the box.

    ย 

    Best,

    Peter

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