How to parameterise the training process
Suppose I have a Process that takes an input training file & saves a Model. What if I want to re-use the same process for multiple customers. The input training file and model name will change depending on the customer. Can we parameterize the training process? One process for each customer will be difficult to manage in the long run, so we want to re-use the same process.
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New Altair Community Member
Hi,
Another thing for "parameterizing processes" is the
concept of macros in RapidMiner. Check out the following resources,
they may help:
And finally the operator "Execute Process" may be helpful as well: https://docs.rapidminer.com/latest/studio/operators/utility/execute_process.html
Hope this helps,Ingo
New Altair Community Member
OPThank you for your help. I will try to create a re-usable process using macros and "execute process" operator.
Maybe I am not getting righ what do you mean by 'parameterizing the process', but to my understanding you run the process locally with a certain dataset and then save the resulting model, so why can't you just straightforwardly use the same process with different customers data? Once you have built a unified pipeline for data preparation and model training, you just can use it again and again with different datasets.