Hello guys, welcome to the 27th session of using Microsoft Word framer release and cognitive services tutorials for beginners. In this session, we will learn how to train and test application that we have created in this training is the process of teaching your app by example to improve language understanding. We need to train Luis after you make updates by adding, editing, leveling or deleting entities in dense or utterances. Please should realize this from the examples you have leveled and learns to recognize the relevant intents and entities. After you train your Luisa, you test it with the sample utterances to see if the intents and entities are recognized correctly or not. There are two types of testing, interactive testing and batch testing.
Integrating testing enables you to test both the current and published versions of your app and compare the results on one screen. In batch testing, you submit a large number of test utterances, collectively in a batch file known as a data set. The data set file should be returned in JSON format, and contains a maximum of 1000 utterances. Let me switch to the browser and train your app. For this click on train button. Here our booty string successfully.
Let's click on test button to test our app. From here we can perform intellectual testing and writing show me headlines. Here it specifies the name of intent and scope. Let us click on Inspect link. It will display more details about this term. Here is an utterance that will write top scoring intent.
We can also reassign intent and also contains entity details. Here it contains details of the current version. From here we can compare it with publishers into here I have not published it, so it does not show any details. That is right show me only. Here it also gives headline intent. But what if in the case you want to use topical intent.
For this we need to select it from the drop down. Here it displays a message that you have a drink changes that will not be reflected in testing who are most with green button it shows up as country. So click on it and again send the same message. This time we got a topical intent. Next open topical intent. As you can see that it contains three utterances we have not added show me it was automatically added as we have changed while testing.
After the session I will remove it. Notice right display top three cards. Here you can see that in number entity contains value three. If you write different value, then you will get it. And now I'm writing display news from the verge. Here in the entity we go to verse and verse, maybe I added entity two times for this utterance Click on batch testing panel.
From here we can add a data set file for batch operation. You can refer this Jason syntax for creating a batch file. Now let's see what we have learned in this session. Training is a process of teaching your user by example to improve its language understanding. By using the testing panel, we can test our app as well as change top ranking intent for specific utterances. Thanks for watching this video.
If you have any doubts, please feel free to contact me. Have a nice day.