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Unbalanced model

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Posted on by 2,274

Hello,

 

I'm developing a custom prediction model using AI Builder.

 

My dataset is unbalanced, the label is binary and only 5% of the records contain the positive class (the one I want to predict).

 

How can I train a model like this using AI Builder?

 

Oversampling? Generating syntetic data?

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  • WebPortal Profile Picture
    WebPortal 2,274 on at
    Re: Unbalanced model

    Thanks a lot, I had already read it 🙂

  • plarrue Profile Picture
    plarrue on at
    Re: Unbalanced model

    Hi @WebPortal 

     

    Here's our documentation to create your custom model 

    Overview of the prediction model - AI Builder | Microsoft Learn
    Create a prediction model - AI Builder | Microsoft Learn

     

    Hope it helps

    Regards

    Philippe

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