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Read AML only allow me to have one output!

HarumpelHarumpel Member Posts: 10 Contributor II
edited November 2018 in Help
Hi there,

I try to simulate a classification problem with a dataset with 13 inputs and 4 outputs and the "Read AML" operator only allows to mark one feature as "label", the rest is set to "attribute". How can I deal with that?

Many thanks in advance
Theo

Answers

  • MariusHelfMariusHelf RapidMiner Certified Expert, Member Posts: 1,869   Unicorn
    Hi,

    most operators in RapidMiner can handle only exactly one output variable - in RapidMiner-terms the "label". You can however specify custom roles, such as "label1", "label2" etc. Before applying a learner on your data, you have then to use Set Role to assign the role "label" to one of your attributes. That one will then be used as output/target variable by the algorithm.

    To get a better understanding of the concept of attribute roles, please have a look at the introductory video tutorials on our website.

    Best,
    Β  Marius
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