I am trying to find a way to evaluate two different NLU Pipelines with new test data. Basically, rasa provides us with a cool evaluation tool described in comparing-nlu-pipelines section (Testing Your Assistant), but it is solely based on a nlu.yaml file split into training (80%) and test (20%). I want to use my nlu.yaml 100% for training data since having the prepared test data.
Seems I can utilize some arguments for what I want (Command Line Interface), but simply I am not sure about what to use for the new test data as well as pipelines comparison.
Maybe, like this?
“rasa test nlu --nlu data/nlu.yml data/new_test_data.yml –config config_1.yml config_2.yml’”
Please let me know if there is a way for this. Thanks.