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process documents loop
Hello everyone,
i'm trying to perform sentiment analysis to a bunch of data and i want to test different parameters of Process Document from Data operator.It is obvious that i can't test manually all the possible combinations of prune methods or token filtering (within Process Documents operator) . Is there any way to loop this procedure in order to find the optimum values of the parameters?
Thank you
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Thomas_Ott RapidMiner Certified Analyst, RapidMiner Certified Expert, Member Posts: 1,761 Unicorn
Yes, you could embed the Process Documents from Data operator inside a Grid Optimization operator and then vary the parameters.
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thank you @Thomas_Ott for your help!
Should i embed all the process flow inside the Optimize Parameters (grid) or only the process documents from data?
You can see my process flow below:
Hi @slimik, I made some changes to your process. It's best to do the model optimization offline instead of incorporating it within a scoring process. The optimization routine can be very time intensive depending on how many parameters your choose to optimize. I selected a few parameters to show you how its done, but feel free to change them.
I also place the Set Role operator before the Process Document operator too.
@Thomas_Ott thank you very much!!The solution that you suggest me worked perfectly