"How to perform ARIMA"

ratheesanratheesan MemberPosts:68Maven
edited May 2019 inHelp
Hi all,
How to perform ARIMA modelling of time series data in RM?
Which operators are used for the same.
Thanks
Ratheesan
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Answers

  • landland RapidMiner Certified Analyst, RapidMiner Certified Expert, MemberPosts:2,531Unicorn
    Hi,
    we don't have an explicit ARIMA operator in rapid miner, but I think you could get the same if you apply a MovingAverage operator at first, then window the data and apply a linear regression on the windowed data.

    你必须看在预处理/系列组织p. Take a deeper look on all operator descriptions there.

    Greetings,
    Sebastian
  • ratheesanratheesan MemberPosts:68Maven
    Hi,
    I followed the method you mentioned above.I used WindowExamples2ModelingData operator.But i am not getting the idea about label-name-stem.
    Thanks
    Ratheesan
  • landland RapidMiner Certified Analyst, RapidMiner Certified Expert, MemberPosts:2,531Unicorn
    Hi,
    the label name stem is actually only the name of the label attribute before windowing. After windowing you should have something like label-0, label-1, label-2 and so on, denoting the value of the label in the indexed time points. The stem then would be "label".

    Greetings,
    Sebastian
  • ratheesanratheesan MemberPosts:68Maven
    Hi,

    Whenever I am working with WindowExamples2ModelingData operator I am getting "NumberFormatException caught for Input String" message. Any suggestion regarding this?

    Thanks,
    Ratheesan
  • landland RapidMiner Certified Analyst, RapidMiner Certified Expert, MemberPosts:2,531Unicorn
    Hi,
    here's a small example process. I hope this will guide you around the pitfalls in this area. If you add a few breakpoints, you will see, what each operator does.
























    Greetings,
    Sebastian
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