Get the "wei" from Decision Tree within a Split Validation Operator

pedroomacpedroomac MemberPosts:3Learner I
编辑5月29日 inHelp
Hello,
Currently, I have a simple model with a decision tree that looks like this:


In my Split Validation, currently I have the following operators:


I want to get the "wei" from my decision tree, so that I can see the Feature Importance Table in the Results.

I tried this way:


But it is throwing an error when I run it:



Do you recommend any workaround?

Thank you!

Answers

  • ruhailaruhaila MemberPosts:48Guru
    Hi.

    I used the SPLIT VALIDATION sample in Rapidminer and the successfully generated the weights. It may relate to your dataset. Perhaps share the .rpm and data files? hth
    pedroomac
  • BalazsBaranyBalazsBarany Administrator, Moderator, Employee, RapidMiner Certified Analyst, RapidMiner Certified ExpertPosts:950Unicorn
    Hi!

    Use the "Remember" operator to remember the weight result inside the validation and then "Recall" to get it outside the process.

    You could also store it in the repository (using Store) and retrieve (using Retrieve) later if you wanted to store it anyway.

    Regards,
    Balázs
    pedroomac
  • pedroomacpedroomac MemberPosts:3Learner I
    I don't think it would be because of the dataset... If I tried to get the "wei" from the decision tree outside the split validation operator I would be able to see the Feature Importance Table in the results.
    @BalazsBarany, your suggestion worked. Thanks a lot!

    By the way, is there any way I could also retrieve the parameters that I am setting in my decision tree?
  • ceaperezceaperez MemberPosts:455Unicorn
    Hi@pedroomac,
    For retrieve the parameters you can use the log operator.

    best,

    cesar


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