Whenever i type just random words the rasa core respond it with random intents with >70% confidence. Does anyone has idea about this cause.
which version of
rasa_nlu, do you use?
could you please make an example, so we could reproduce the issue
like when I typed in random words like ‘asdsfsdrrwe’, it pickup an intent with 70-80% accuracy. My Pipeline configuration are below:
- name: nlp_spacy
- name: tokenizer_spacy
- name: intent_entity_featurizer_regex
- name: intent_featurizer_spacy
- name: ner_crf
- name: ner_spacy
- name: ner_synonyms
- name: intent_classifier_tensorflow_embedding epochs: 800 intent_tokenization_flag: true intent_split_symbol: “+”
it could happen because
asdsfsdrrwe get assigned some random vector by spacy. If you don’t use space, but use
CountVectorsFeaturizer it should out put