Check confidence level on the entities and intent for chatbots in rasa

Question

as I am a beginner to building chatbots, I would like to know how to check the confidence levels for each intent and entity when building a chatbot in rasa. I am using spacy as a Language Processing Pipeline . Does anybody have an idea how to do this?

You can check confidence after training, by running a nlu server `https://rasa.com/docs/nlu/0.9.2/http/` OR using python code `https://rasa.com/docs/nlu/0.9.2/python/` — mvs, Mar 18 '19 at 08:41

score 0 · Accepted Answer · answered Mar 25 '19 at 12:29

Rasa NLU has an evaluation feature which lets you evaluate the trained data on a test set. This can then give you a confusion matrix of the results. You can also use this HTTP endpoint of Rasa NLU if you want to have full access to the evaluation data.

Check confidence level on the entities and intent for chatbots in rasa

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