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K fold use options

What inspired this wish list request? I don't use K fold validation as much as I feel I could due to the fact that it returns the best fitting fold, so I feel the model is showing better than I will see in "production".

 

 

What is the improvement you would like to see?

I would like to be able to have options on which fold to report such as best, worse, average/median, or even all (though this could be a dangerous option for large K folds)

 

 

Why is this idea important? K fold validation is a powerful tool available for both std and pro users but can be overly optimistic with the current options.

 

 

2 Comments
SarahGilyard
Staff
Status changed to: Acknowledged

Thanks for posting shampton82. Can you provide a bit more detail about your request? Is there a specific type of model/modeling platform you want this to be applicable to? 

shampton82
Level VII

Hey @SarahGilyard !

Yeah no problem.  

 

Here is an example for Neural, using Model screening I can see the fold but not in the actual platform.  

shampton82_0-1745879470021.png

 

This would be a great help for JMP Standard users (in Neural) and offer more flexibility for Pro users who want to be able to use the expanded feature set in the native platform.  

I would like to see this for Neural, Bootstrap and Boosted forests, and SVM.

 

Hope this helps!

 

Steve