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?

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