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jimnoneill
/
en_cardb

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_cardb
File size: 1,120 Bytes 
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{
  "lang":"en",
  "name":"cardb",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.4.4,<3.5.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "antineoplastic",
      "cancertype",
      "carcinogen"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9628776242,
    "ents_p":0.9584607543,
    "ents_r":0.9673353909,
    "ents_per_type":{
      "cancertype":{
        "p":0.9699554896,
        "r":0.9742921013,
        "f":0.9721189591
      },
      "carcinogen":{
        "p":0.9350541216,
        "r":0.9557446809,
        "f":0.9452861953
      },
      "antineoplastic":{
        "p":0.8518518519,
        "r":0.7931034483,
        "f":0.8214285714
      }
    },
    "transformer_loss":638.5768302981,
    "ner_loss":422.2648295898
  },
  "requirements":[
    "spacy-transformers>=1.2.1,<1.3.0"
  ]
}