config.yml, my pipeline for FalbackClassifier looks like the following:
- name: FallbackClassifier threshold: 0.7 ambiguity_threshold: 0.1
But during bot testing running (
rasa shell nlu) I find this threshold is too much for some intents. Some of my intents fall within 0.6xxx and a little just slightly below 0.6.
My questions are:
- is it advisable to reduce the threshold value for my FallbackClassifier
- if yes, what’s the trade-off for reducing the threshold value
- IF NO, how can I make my intent prediction score 0.7 and above?
Thanks in anticipation.