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en_pipeline_ner_model_4

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en_pipeline_ner_model_4
File size: 1,261 Bytes
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{
  "lang":"en",
  "name":"pipeline_ner_model_4",
  "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":0.7670476941,
    "ents_p":0.7673501577,
    "ents_r":0.7667454689,
    "ents_per_type":{
      "cancer":{
        "p":0.7421790723,
        "r":0.719665272,
        "f":0.7307488051
      },
      "chronic_disease":{
        "p":0.7793103448,
        "r":0.7727124715,
        "f":0.7759973839
      },
      "treatment":{
        "p":0.7662565905,
        "r":0.7758007117,
        "f":0.7709991158
      },
      "allergy_name":{
        "p":0.7252252252,
        "r":0.7488372093,
        "f":0.7368421053
      }
    },
    "transformer_loss":6550.9991332693,
    "ner_loss":8207.0539763389
  },
  "requirements":[
    "spacy-transformers>=1.3.4,<1.4.0"
  ]
}