Logarithm on Attributes

noritanorita Member Posts: 29 Contributor I
edited June 2021 in Help

I wanted to obtain logarithm on my attributes. I used the operator logarithm. I was missing the ability of the operator to handle 0 values within attributes. That's a problem for the logarithm function. I thought it might could handle this but I am not sure if the operator can?
Maybe I have to use than a macro right to type in this formula: log(x + 1) because with this formula it could handle 0.



Best Answer

  • jwpfaujwpfau Employee, Member Posts: 264 RM Engineering
    Solution Accepted
    Hi Nora,

    There is probably a better way to do it, but you could wrap the Generate Attributes in a Loop Attributes with reuse results enabled.



  • jwpfaujwpfau Employee, Member Posts: 264 RM Engineering
    edited June 2021
    Hi Nora,

    i know it's not mathematically correct, but i think the operator follows IEEE 754 and does return -Infinity for +/-0.
    But anything below will be converted into a missing value.

  • noritanorita Member Posts: 29 Contributor I
    Yes that is true but unfortunate for good predictiors I think.
    Thats why I will do it manually by generating the logarithm by this formula log(x + 1). Do you know how I can perform this for a subset of attributs to generate such logarithmic attributes?

  • noritanorita Member Posts: 29 Contributor I

    So I am able to do it for one attribute. But how about doing this on a subset of attributes? Is there a quick way to do it?

  • MartinLiebigMartinLiebig Administrator, Moderator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, University Professor Posts: 3,453 RM Data Scientist
    Hi there,
    you need to combine it with Loop Attributes to get it going.
    - Sr. Director Data Solutions, Altair RapidMiner -
    Dortmund, Germany
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