Altair RISE

A program to recognize and reward our most engaged community members
Nominate Yourself Now!

using RM for Concept Drift Detection

User: "bofoghi"
New Altair Community Member
Updated by Jocelyn
Hi,

I am a new user of RM and would like to use it especially for Concept Drift Detection. I have searched through the topics in the forum and found that the previoously known Data Stream Mining Plugin is replaced with the series analysis plug in. Right? And I have the series plug in and I can see it in RM. Now, I wonder if anyone can tell me how I can use the series analysis plugin for Concept Drift Detection?

thanks,

Find more posts tagged with

Sort by:
1 - 1 of 11
    User: "MariusHelf"
    New Altair Community Member
    Hi,

    RapidMiner does not support Concept Drift Detection out of the box yet. With the help of the series extension you can however create a custom process for concept drift detection, e.g. by training a model on the first examples of a series, and then applying it on later batches. If the performance drops significantly for a batch or a number of batches, you have concept drift.

    Best,

      Marius