Integrating a trained model
Sguish
New Altair Community Member
Hello, in the last few day I tried integrating a process into a java application. I followed the instructions posted in the FAQ and it seems to work neatly. But then I wondered: what should I do in order to integrate the already trained model? Because trainign could be very lenghty, and of course an application couldn't wait three days each time for the training.
Now, suppose I have a process made of:
1) Input-processing pipeline (replace missing values, selecting attributes etc);
2) Input splitting;
3) Training;
4) Testing.
I'd like to still have 1), but then new data should be fed to a trained model. Maybe I missed something, but this part still puzzles me. What shall I do?
Thanks in advance and good easter, btw!
Now, suppose I have a process made of:
1) Input-processing pipeline (replace missing values, selecting attributes etc);
2) Input splitting;
3) Training;
4) Testing.
I'd like to still have 1), but then new data should be fed to a trained model. Maybe I missed something, but this part still puzzles me. What shall I do?
Thanks in advance and good easter, btw!
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Answers
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If you use Store Model in the GUI you can later use that model in your process.
Simply Read it from the repositroy & apply. When calling from code it's exactly the same as it's from a process you have already built.
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Great, this is exactly what I needed, thank you!
One more question then. Now, suppose I integrate the data-processing pipeline and the trained model. Now let's suppose every time new records are added to the database, they must be evauled by the model. Is it correct to add a query component and change the query parameter every time, to select the right ones?0