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"I want to use only when my model have high accuracy"

opusmineropusminer Member Posts: 4 Contributor I
edited June 2019 in Help
HI!

I use Rapidminer Studio 6

I am developing some accounting model for predicting posting Account for transactions. it is confidential so I don't give more info but the scenario doesn't matter b/c my question is general.

I used x-validation and I got 87 % accuracy as I can see from the PerformanceVector table. I want to use the model but  since the application area is sensitive I want to use it only
when it has high accuracy.

what I want :

I give unseen example to the model then :
    - the model predicts if its 97% sure ( accurate)
    - if not it says I don't know


I hope my question make sense ;)



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Answers

  • opusmineropusminer Member Posts: 4 Contributor I
    I found the answer ... there is already an operator that to exactly this "Drop Uncertain Predictions".  :)
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