Testing a Chatbot?

[Deprecated] Rasa X Community Edition
1

Hi guys. I was going through the testing documents and got confused. So I have already trained my chatbot with my data set. So when I test my bot using the commands provided in the following link:

rasa.com

Testing Your Assistant

Test your Rasa Open Source assistant to validate and improve your conversations

I don’t understand where is the un-seen data part. How is this testing the data if all of the data was added through the Rasa X interface (Annotate New Data Tab) along with the stories?

Is my data kept separate from the model that was generated after training my chatbot? I am confused. Your help would be appreciated!

2

Hi @zaidalvi ! You can create a train-test split and only train on the ‘train’ portion, and test on the rest. Alternatively, you can also run cross-validation