Does DSS have a recipe for imbalanced sample? Like SMOTE?

Frank
Frank Registered Posts: 11 ✭✭✭✭

Answers

  • Clément_Stenac
    Clément_Stenac Dataiker, Dataiku DSS Core Designer, Registered, Moderator Posts: 754 Dataiker
    Hi,

    DSS doesn't have this.

    Note that when doing a prediction with DSS visual ML, in most algorithms, DSS will use scikit-learn's capabilities for rebalancing by setting appropriate instance weights.
  • Frank
    Frank Registered Posts: 11 ✭✭✭✭
    When I convert the model settings to python code, I found no parameters were set for rebalancing samples. Of course the code is not exactly the same as the one used to build the model but It would be nice that we have this option in "Design" tab. Many business use cases deal with rare events.
  • Neero Gumsar
    Neero Gumsar Registered Posts: 1

    i want to have some tutorial video of this plarform (Dataiku). From where can i get such videos?

  • Alexandru
    Alexandru Dataiker, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 1,399 Dataiker

    Hi,
    Please sign-up for Demo here, we also recommend starting new discussio for new questions

    https://www.dataiku.com/product/dataiku-demo/

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