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en_pipeline_ner_model_1

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en_pipeline_ner_model_1
File size: 1,255 Bytes
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{
  "lang":"en",
  "name":"pipeline_ner_model_1",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.2,<3.8.0",
  "spacy_git_version":"a89eae928",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "allergy_name",
      "cancer",
      "chronic_disease",
      "treatment"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.7799283154,
    "ents_p":0.7653886739,
    "ents_r":0.7950310559,
    "ents_per_type":{
      "chronic_disease":{
        "p":0.7841296928,
        "r":0.8132743363,
        "f":0.7984361425
      },
      "cancer":{
        "p":0.7771084337,
        "r":0.7818181818,
        "f":0.7794561934
      },
      "treatment":{
        "p":0.746624305,
        "r":0.7826810991,
        "f":0.7642276423
      },
      "allergy_name":{
        "p":0.7375,
        "r":0.7763157895,
        "f":0.7564102564
      }
    },
    "transformer_loss":2474.5304663637,
    "ner_loss":3120.9030215107
  },
  "requirements":[
    "spacy-transformers>=1.3.4,<1.4.0"
  ]
}