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How to deploy the customized model?

YinYin Member Posts: 17 Contributor II
in Help
Once the model one created is finalized and run, how does one deploy it? In automodel this is easy, but i cant find a deployment option for the customized model that are manually created. Any help is appreciated.

Answers

  • BalazsBaranyBalazsBarany Administrator, Moderator, Employee-RapidMiner, RapidMiner Certified Analyst, RapidMiner Certified Expert Posts: 955 Unicorn
    Hi!

    Deploying a model is very similar to validating it.

    You have preprocessing for building and validating the model. It is good to put this into a reusable process. You have the model parameters. Just build a model with these parameters, e. g. the result of the validation subprocess. Store it into your repository.

    The deployment process consinsts of 
    - getting the new data
    - preprocessing in the same way
    - applying the stored model (Apply Model operator)
    - using or storing the scored output

    Regards,
    Balázs
  • YinYin Member Posts: 17 Contributor II
    When i save the custom model and i go to "deploy custom model" and try to select it from there it doesnt show up. Only the ones produced by automodel do.
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