UndefinedMetricWarning: F score is ill-defined and being set to 0.0 in labels with no predicted samples

Rasa Open Source
1

Hi there, I am trying to build hr bot. And I am trying to train my bot to identify intents and entities by providing some amout of data. But while training it’s giving me warning saying that no predicted samples.

Below is the screen shot of error:

training_issue
training_issue1230×547 39.1 KB

Also my data.json file that I used for training

    {
  "rasa_nlu_data": {
    "common_examples": [
      {
        "text": "hello",
        "intent": "greet",
        "entities": []
      },
      {
        "text": "hi",
        "intent": "greet",
        "entities": []
      },
      {
        "text": "heya",
        "intent": "greet",
        "entities": []
      },
      {
        "text": "howdy",
        "intent": "greet",
        "entities": []
      },
      {
        "text": "hey there",
        "intent": "greet",
        "entities": []
      },
      {
        "text": "bye",
        "intent": "goodbye",
        "entities": []
      },
      {
        "text": "goodbye",
        "intent": "goodbye",
        "entities": []
      },
      {
        "text": "bye bye",
        "intent": "goodbye",
        "entities": []
      },
      {
        "text": "see ya",
        "intent": "goodbye",
        "entities": []
      },
      {
        "text": "see you later",
        "intent": "goodbye",
        "entities": []
      },
      {
        "text": "Tell me the profile info?",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "What is my profile information",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "profile info please...",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "hey can you tell me info of mine",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "hi buddy provide me some info",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "profile info please",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "tell me some info about me",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "What is my profile info",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "What's my prof info",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "What is my profile",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "Hey rose tell me some info of profile",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "Give me info about profile background",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "get me profile info",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "get profile info",
        "intent": "prof_info",
        "entities": []
      },
      {
        "text": "see you then",
        "intent": "goodbye",
        "entities": []
      },
      {
        "text": "hey provide me info about profile",
        "intent": "prof_info",
        "entities": []
      }
    ]
  }
}

In my hr bot I don’t have any entities just conversation and data.

3 Likes