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How to use sequentialfs in regression?

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azarang asadi
azarang asadi on 6 Mar 2023
Answered: Sarvesh Kale on 13 Mar 2023
I'm trying to use sequential feature selection in a regression problem and I keep on getting errors. I know something is wrong with my function handle but can't figure it out. Tried these three handles:
%fun = @(XT,yT,Xt,yt)loss(regress(yT,XT),Xt,yt);
%fun = @(XT,yT,Xt,yt)rmse(predict(fitlm(XT,yT),Xt),yt);
%fun = @(XT,yT,Xt,yt)rmse(predict(regress(yT,XT),Xt),yt);
[fs,history] = sequentialfs(fun,X,y,'cv',c,'options',opts);
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Sarvesh Kale
Sarvesh Kale on 13 Mar 2023
It would be very helpful if you post the full code, along with screenshots of error messages, this would help in quick resolution of issue

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Answers (1)

Sarvesh Kale
Sarvesh Kale on 13 Mar 2023
Hi azarang asadi,
The documentation link to the sequentialfs function is attached here. There is also an example that demonstrates how to use the function. I hope this helps with your query.
Thank you

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