Retest each utterance
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02-16-2024 04:57 AM
Hey guys,
I'm stuck on the last task.
The task is to test the NLU model to see if the 'InternetIssues' intent is returned with a confidence threshold of 80%. However, I'm only getting a 60% confidence threshold. How can I improve it to reach 80%?
Thanks!
Ali
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02-16-2024 05:17 AM
Task from what? You are leaving out a lot of information which makes it hard to help you getting a solution. You did something and that resulted in a 60% return. What did you do? How did you do it?
Please mark any helpful or correct solutions as such. That helps others find their solutions.
Mark
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02-16-2024 05:26 AM - edited 02-16-2024 05:27 AM
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04-01-2025 03:31 AM
Hi I am stuck in the same task. My threshold is coming as 60% as well how did you improve it?
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02-16-2024 06:12 AM
The most important thing: Add more utterances to the intent. Use a variety of phrasing and words.
Where applicable, add synonyms and vocabulary to match more words within the utterances. If you use entities, I believe - but can't say for sure that - those also can also improve your model's confidence.
p.s. just to clarify, the confidence threshold is the setting on your model to determine which intents to consider. While the default threshold is 60% (iirc), I believe what you are referring to is the confidence (or accuracy). If your threshold is 60%, then a user's utterance needs to match an intent with at least 60% confidence for it to be considered.
