How to deploy a production ready model in Rapidminer server?
I have a model ready for production and planning to use webservices. After deployment in the server, I have realised that the model is also going through the training phase again. Not sure If I am correct but it is actually taking more time to respond due to huge training data.
How to come out of this situation and I wanted the model to be quick enough to respond to the test data from the Rapidminer server. Any ideas?
Another question is how to bulid a model to take parameters? There is a post available on this, but how to build a model without 'Apply Model' operator for the production? If you use 'Apply Model' parameter, that would expect an unlabeled input. Any ideas?