How to generate synthetic data with RM?

sherlock
sherlock New Altair Community Member
edited November 2024 in Community Q&A
Hello,

to avoid overfitting I would like to increase the dataset based on real data, maybe using GAN? Are there example processes available?
Or is Python required for that? Are there ways using Turbo Prep?

Thanks

Tagged:

Best Answer

  • MartinLiebig
    MartinLiebig
    Altair Employee
    Answer ✓
    GAN is not supported yet. You may use SMOTE or Build Simulation in operator toolbox.

Answers

  • MartinLiebig
    MartinLiebig
    Altair Employee
    Answer ✓
    GAN is not supported yet. You may use SMOTE or Build Simulation in operator toolbox.
  • sherlock
    sherlock New Altair Community Member
    edited June 2022
    Thanks, for your quick answer, very helpful! I just realized that the "Smote Upsampling"-Operator doesn't offer all parameters described in the help (advanced parameters enabled). E.g. minoriy classe, auto detect minority class, upsampling size etc.
    Do I have an old version (just downloaded from marketplace) or anything to activate?

    Thanks

Categories