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en_biobert_ner_symptom

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spaCy
English
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en_biobert_ner_symptom
File size: 1,032 Bytes 
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{
  "lang":"en",
  "name":"biobert_ner_symptom",
  "version":"1.0.0",
  "description":"BioBERT based NER model for medical symptoms",
  "author":"Sena Chae, Pratik Maitra, Padmini Srinivasan",
  "email":"sena-chae@uiowa.edu , pmaitra@iastate.edu , padmini-srinivasan@uiowa.edu ",
  "url":"",
  "license":"MIT",
  "spacy_version":">=3.5.1,<3.6.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "SYMPTOMS"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9995527061,
    "ents_p":0.9997017596,
    "ents_r":0.9994036971,
    "ents_per_type":{
      "SYMPTOMS":{
        "p":0.9997017596,
        "r":0.9994036971,
        "f":0.9995527061
      }
    },
    "transformer_loss":204.5682744511,
    "ner_loss":389.2005636985
  },
  "requirements":[
    "spacy-transformers>=1.2.5,<1.3.0"
  ]
}