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tsantosh7
/
en_covid19_ner

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_covid19_ner
File size: 2,004 Bytes 
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{
  "lang":"en",
  "name":"covid19_ner",
  "version":"0.0.0",
  "description":"COVID 19 Bio Annotations",
  "author":"Santosh Tirunagai",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.2.4,<3.3.0",
  "spacy_git_version":"b50fe5ec6",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "ANAT",
      "CHED",
      "COMP",
      "DISO",
      "ENZY",
      "FUNC",
      "PATH",
      "PRGE",
      "PROC",
      "SPEC"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9249569618,
    "ents_p":0.9139786332,
    "ents_r":0.9362022309,
    "ents_per_type":{
      "SPEC":{
        "p":0.9346619576,
        "r":0.9713574097,
        "f":0.9526564459
      },
      "COMP":{
        "p":0.9343240652,
        "r":0.956329735,
        "f":0.9451988361
      },
      "PRGE":{
        "p":0.7530294287,
        "r":0.7559739319,
        "f":0.7544988075
      },
      "DISO":{
        "p":0.9230836086,
        "r":0.9511059371,
        "f":0.9368852821
      },
      "ANAT":{
        "p":0.9309488886,
        "r":0.9414650844,
        "f":0.936177455
      },
      "PROC":{
        "p":0.9443768257,
        "r":0.9588482452,
        "f":0.9515575178
      },
      "CHED":{
        "p":0.9252268603,
        "r":0.9482886905,
        "f":0.9366158369
      },
      "FUNC":{
        "p":0.9242160279,
        "r":0.9515695067,
        "f":0.9376933274
      },
      "PATH":{
        "p":0.9160839161,
        "r":0.9277620397,
        "f":0.9218859958
      },
      "ENZY":{
        "p":0.8827751196,
        "r":0.8367346939,
        "f":0.8591385332
      },
      "MRNA":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      }
    },
    "transformer_loss":3117.6802561672,
    "ner_loss":3711.7150383468
  },
  "requirements":[
    "spacy-transformers>=1.1.5,<1.2.0"
  ]
}