How do I train an intent recognition model?

How do I train an intent recognition model?

To train an intent recognition model, you need a labeled dataset with user intents and corresponding examples.

What kind of data do I need for this?

You need a collection of user queries labeled with their respective intents, like 'book a flight' or 'check weather'.

Are there any specific algorithms I should use?

Common algorithms include Support Vector Machines, Decision Trees, and neural networks, depending on your data size.

How do I evaluate the model's performance?

You can use metrics like accuracy, precision, recall, and F1 score on a validation dataset to evaluate performance.