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Is there a way of using RM Studio just to score new examples without the process learning each time?
mark_stern
i have a trained and validated model in RM studio that is within a process. I now just want to score a new set of data in RM studio without having to run the whole process ( which contains the learner) each time. Can I do this from within a RM studio process?
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Predictions + Scoring
Accepted answers
lionelderkrikor
Hi
@mark_stern
,
Of course it's possible !
1. Use the
Store
operator to store your trained/validated model (in a repository you have to set) like this :
2. Open a new process and
Retrieve
the model you saved and score your new data via the
Apply Model
operator :
I hope it helps,
Regards,
Lionel
All comments
lionelderkrikor
Hi
@mark_stern
,
Of course it's possible !
1. Use the
Store
operator to store your trained/validated model (in a repository you have to set) like this :
2. Open a new process and
Retrieve
the model you saved and score your new data via the
Apply Model
operator :
I hope it helps,
Regards,
Lionel
mark_stern
Hi Lionel,
Excellent! Thank-you for your quick response.
have a great day.
Mark.
M_Martin
Hi Mark: If you still have the data you used to train your model, you could incorporate the "Explain Predictions" operator in your process to help identify the attributes in your scoring data that influenced each prediction. Best wishes, Michael Martin
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