如何修改属性价值e in one exampleset based on some condition

LeiLei MemberPosts:12Learner I
I have two examplesets. I check if attribute value in second exampleset inside attribute in first exampleset. then I want to add some data to a new attribute in first exampleset based on comparsion


exampleset first: exampleset second:
id word total id word rate
1 cat 3 1 cat 2
2 dog 5 2 cattle 8
3 rat 4
4 pig 3
5 fish 6

compare word attribute of two examplesets, and find "cat" in both exampleset "word" attribute. so I want my result likes:

exampleset first:
id word total new_total
1 cat 3 6
2 dog 5 5
3 rat 4 4
4 pig 3 3
5 fish 6 6

the "new_total" are calculated by "total"*"rate" if words exsit in both exampleset, otherwise copy "total" to "new_total".


Could someone tell me which operator I should use?
Thank you very much.
Tagged:

Best Answers

  • MartinLiebigMartinLiebig Administrator, Moderator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, University ProfessorPosts:3,381RM Data Scientist
    Solution Accepted
    Hi,
    looks like you want to left join the second on the first, replace mssings on the rate with 1 andthen use Generate Attributes to generate your product.

    Best,
    Martin
    - Head of Data Science Services at RapidMiner -
    Dortmund, Germany
  • MartinLiebigMartinLiebig Administrator, Moderator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, University ProfessorPosts:3,381RM Data Scientist
    Solution Accepted
    Hi,
    you can just name the newly generated attributetotaland it then overwrites the old one with the new one.

    Best,
    Martin
    - Head of Data Science Services at RapidMiner -
    Dortmund, Germany

Answers

  • LeiLei MemberPosts:12Learner I
    Thank you Mschmitz.
    your answer is very helpful.

    I have another question. If I do not generate"new_total"attribute in above example, just modify the first exampleset"total"attribute with"total"*"rate"when words exsit in both examplesets, is there any other operator I can use?Generate Attributesoperator will create a new attribute. so for above example, I should delete "total" attribute later.

Sign InorRegisterto comment.