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yogeshkulkarni
/
en_custom_medical_ner

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_custom_medical_ner
File size: 1,041 Bytes 
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{
  "lang":"en",
  "name":"custom_medical_ner",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.3,<3.8.0",
  "spacy_git_version":"e1249d372",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "MEDICALCONDITION",
      "MEDICINE",
      "PATHOGEN"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.987854251,
    "ents_p":0.9838709677,
    "ents_r":0.9918699187,
    "ents_per_type":{
      "MEDICINE":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "MEDICALCONDITION":{
        "p":0.9705882353,
        "r":0.99,
        "f":0.9801980198
      },
      "PATHOGEN":{
        "p":0.9833333333,
        "r":0.9833333333,
        "f":0.9833333333
      }
    },
    "tok2vec_loss":171.9745888304,
    "ner_loss":249.8055245496
  },
  "requirements":[

  ]
}