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Regression Tree Interpretation

islem_hislem_h Member Posts: 19 Contributor I
edited June 2019 in Help
Hi everyone :) 

After applying a model, I got this regression tree (see screenshot). 
It is understandable, however can s.one give me an example of a clear interpretation of it? 

Thank you very much!
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Answers

  • yyhuangyyhuang Administrator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, Member Posts: 271  RM Data Scientist
    Hi @islem_h,
    Have you tried the "Explain Predictions" operator and for trees we can extract the rules/path of the prediction

    Best,
    YY
    varunm1
  • islem_hislem_h Member Posts: 19 Contributor I
    Thank you for the detailed answer @varunm1
    The "tree to rules" operator doesn't support numerical variables and it is a regression task that I have at hand with numerous numerical attributes. How should I proceed in your opinion?
  • islem_hislem_h Member Posts: 19 Contributor I
    Thank you very much :)
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