Missclassification

Rasa Open Source
#1

Hello guys! Need Help!
In below image, there is a database of rasa
My question is when the intent is goodbye with 99% confidence, why it is not replyed by a bot , it reply with another action

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image1678×220 18.7 KB

I am using the following in config.yml
pipeline:

  • name: WhitespaceTokenizer
  • name: RegexFeaturizer
  • name: LexicalSyntacticFeaturizer
  • name: CountVectorsFeaturizer
  • name: CountVectorsFeaturizer analyzer: char_wb min_ngram: 1 max_ngram: 4
  • name: DIETClassifier epochs: 150
  • name: EntitySynonymMapper
  • name: ResponseSelector epochs: 150
  • name: FallbackClassifier threshold: 0.8

policies:
- name: TEDPolicy
max_history: 5
epochs: 150

#2

Hi @yugalahir, this depends entirely on how your stories are written, as well as what policies you are using. I see you’re using only the TEDPolicy - is there a reason you’re not using the RulePolicy or MemoizationPolicy as well?

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#3

Thank you for your reply
When I am using TEDPolicy with RulePolicy some stories results are not appropriate, that’s why I remove the rule policy, please suggest which policy to use

#4

Interesting. RulePolicy makes predictions entirely based on the rules you set for it. Maybe this inappropriate behaviour stems from a bad or over-generalized rule, and not because of the RulePolicy. Are you using any rules at all?

#5

hm yeah, i’d be interested to see your stories/rules and the issues you were having with the RulePolicy. Because the RulePolicy is the recommended policy for single turn interactions like goodbye

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#6

snek yes using 2 rules @akelad ok will share, as I developed the WhatsApp chatbot using rasa.
It is misclassification solved by using
1 MemoizationPolicy
2 TEDPolicy (max_history: 5 , epochs: 150)

BUT RULES NOT WORKING :frowning:

**RULES.yml**

  • rule: Say goodbye anytime the user says goodbye steps:

    • intent: goodbye
    • action: utter_goodbye

  • rule: Say ‘I am a bot’ anytime the user challenges steps:

    • intent: bot_challenge
    • action: utter_iamabot

      Stories.yml
      stories:

  • story: happy path steps:

    • intent: greet
    • action: action_set_slot
    • action: utter_greet
    • intent: date_picker
    • action: action_step_one_menu
    • intent: date_picker
    • action: action_step_one_menu

  • story: confirm path c steps:

    • intent: confirm_c
    • action: action_confirm_c
    • intent: loc_whats_app
    • action: action_loc_whats_app

  • story: confirm path r steps:

    • intent: confirm_r
    • action: action_confirm_r
    • intent: date_picker
    • action: action_confirm_r
    • intent: am_pm
    • action: action_confirm_r
    • intent: loc_whats_app
    • action: action_loc_whats_app

  • story: consent path steps:

    • intent: consent
    • action: action_consent_api

  • story: loc whats app steps:

    • intent: loc_whats_app
    • action: action_loc_whats_app

  • story: thank you steps:

    • intent: thank_you
    • action: utter_welcome
    • action: utter_menu
#7

When your bot responds with utter_goodbye to the /goodbye intent, what policy is it using to determine the next action?

#8

Do you have the RulePolicy specified in the config file for this case as well? And also your rules.yml should start with a rules: entry, just like in your stories file

1 Like