Keeping attribute selection after optimal selection — Is it possible?

ar4o
New Altair Community Member
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
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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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