data streams, Online learning algorithms

Goce
Goce New Altair Community Member
edited November 2024 in Community Q&A
Hi all,

I have one question. Can you use Rapid Miner for data steam minig (Algorithms such as VFDT Very Fast Decision Tree)? Is there a tutorial available, anywhere?

Goce
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Answers

  • MariusHelf
    MariusHelf New Altair Community Member
    Hi Goce,

    that's not yet possible.

    Best regards,
    Marius
  • yasunotkt
    yasunotkt New Altair Community Member

    Hi Goce

    I have oppotunities to predect dam inflow by unit interval 15 minutes.

    I study "Stream Data Management", "Massive Online Analysis (MOA)".

         

    I heard "MOA" regarding Bifet invited talk and Tutorial MOA at Halifax KDD2017.

    2012, Wikato university produced MOA library based on Java.

    I remember key algorithms such as :

          "Very Fast Decision Tree",    "Hoeffding Tree".

     

    MOA is friend with "Weka", like real big bird and small birds.

    RalidMiner already concludes Weka library.

    I hope to build in RapidMiner with new "MOA extension".

     

    Manual and Practical guide are opened web site.

    See below the MOA manual file more detail.

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