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vector prediction using neural network

lubomir_karliklubomir_karlik Member Posts: 4 Contributor I
edited November 2018 in Help
Hi!

I am wondering, if there is a straightforward method how to predict a vector instead of a single value.

Problem: example set = set of regular attributes + set of labels. I need a prediction model that can predict the labeled attribute values.

I have seen some threads here discussing multiple label iterator. but this would mean to handle one model for each predicted attribute. I am aware of the fact that the models predicting single value are simpler, but I would still prefer the vector prediction.

Thank you for response in advance!

Best regards,
Lubomir

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    landland RapidMiner Certified Analyst, RapidMiner Certified Expert, Member Posts: 2,531 Unicorn
    Hi Lubomir,
    there's a VectorLinearRegression available, which can handle multiple labels. If you tune your feature set, LinearRegression will become a very powerfull prediction algorithm.

    Greetings,
      Sebastian
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    lubomir_karliklubomir_karlik Member Posts: 4 Contributor I
    Dear Sebastian!

    Thank you very much for the tip! I will try that.

    Best regards,
    Lubomir
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