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Please explain guess_subset_ratio parameter in Random Forest operator

pakizahfatimapakizahfatima Member Posts: 1 Learner I
As per operator description, If this parameter is set to true then *int(log(m) + 1) Attributes are selected. What is int? And Please demonstrate this with the help of an example.


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Answers

  • mschmitzmschmitz Administrator, Moderator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, University Professor Posts: 2,221  RM Data Scientist
    Hi @pakizahfatima,
    int is rather round here. It is the setting to decide how many features are available at each node of the RF. If you have 10 attributes in total you get:
    k = int(log(10)+1) = int(1+1) = int(2) = 2 
    as a result.


    Best,
    Martin

    - Head of Data Science Services at RapidMiner -
    Dortmund, Germany
    Jasmine_
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