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The concept drift generator includes two data stream providers providing the so called STAGGER and SEA synthetic concept drift data.

The SEA data are available at port 54323 and uses the following schema:

  • attribute1 (Double)
  • attribute2 (Double)
  • attribute3 (Double)
  • concept1 (Boolean)
  • concept2 (Boolean)
  • concept3 (Boolean)
  • concept4 (Boolean)

The STAGGER data are available at port 54323 and uses the schema given below:

  • size (Integer)
  • color (Integer)
  • shape (Integer)
  • concept1 (Boolean)
  • concept2 (Boolean)
  • concept3 (Boolean)

 

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