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

pedroomacpedroomac Member Posts: 3 Learner I
edited May 2023 in Help
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!


  • Options
    ruhailaruhaila Member Posts: 48 Guru

    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
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    BalazsBaranyBalazsBarany Administrator, Moderator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert Posts: 955 Unicorn

    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.

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    pedroomacpedroomac Member Posts: 3 Learner 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?
  • Options
    ceaperezceaperez Member Posts: 525 Unicorn
    Hi @pedroomac,
    For  retrieve the parameters you can use the log operator.



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