Diet classifier training accuracy is 0.98 but response selector accuracy is 0.048 for 100 epoch. Dataset size around 20k FAQs. Please guide me also. How can i increase r_accuracy?
Hi @Som Do I understand that you have 20k possible responses? How many examples do you have for each?
Example per intent max 2.
Hi @Som, there are two factors that make this difficult:
- A very large number of responses.
- Too few training examples per response.
Both are likely to yield poor accuracy, but taken together I think they explain this result.