Keeping attribute selection after optimal selection — Is it possible?

ar4o
ar4o New Altair Community Member
edited November 2024 in Community Q&A

Hi again!

 

I have 2 small questions this time. I have created a model with Optimize Selection with Cross-Validation inside and it shows good results. 

 

1) Does it overfitt the model? 

2) Can I and if yes then how can I apply this model to another dataset? Without optimize selection everything was clear but with it...

 

Working with SVM for text classification.

 

Thank you in advance!

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Answers

  • Thomas_Ott
    Thomas_Ott New Altair Community Member

    Overfit can happen, I would toggle on the "leave one out" parameter and test again.

     

    W.R.T to the Optimize Selection, you should be able to write out the weights to a repository and use a Select By Weights operator in your scoring process and load them back in.

     

     

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