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kormilitzin
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en_core_med7_lg

Token Classification
spaCy
English
Eval Results
Model card Files Community
3
en_core_med7_lg
File size: 1,596 Bytes 
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{
  "lang":"en",
  "name":"core_med7_lg",
  "version":"3.1.3.1",
  "description":"",
  "author":"Andrey Kormilitzin",
  "email":"kormilitzin@gmail.com",
  "url":"kormilitzin.com",
  "license":"MIT",
  "spacy_version":">=3.1.4,<3.2.0",
  "spacy_git_version":"8bda39f08",
  "vectors":{
    "width":300,
    "vectors":684830,
    "keys":684830,
    "name":"en_vectors"
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "DOSAGE",
      "DRUG",
      "DURATION",
      "FORM",
      "FREQUENCY",
      "ROUTE",
      "STRENGTH"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8809425949,
    "ents_p":0.8778156997,
    "ents_r":0.8840918466,
    "ents_per_type":{
      "DRUG":{
        "p":0.8897203623,
        "r":0.8855350843,
        "f":0.8876227898
      },
      "DOSAGE":{
        "p":0.8563134978,
        "r":0.8885542169,
        "f":0.8721359941
      },
      "STRENGTH":{
        "p":0.9299065421,
        "r":0.9307764266,
        "f":0.930341281
      },
      "DURATION":{
        "p":0.6741573034,
        "r":0.625,
        "f":0.6486486486
      },
      "FORM":{
        "p":0.9318637275,
        "r":0.8635097493,
        "f":0.8963855422
      },
      "FREQUENCY":{
        "p":0.7181544634,
        "r":0.8211009174,
        "f":0.7661851257
      },
      "ROUTE":{
        "p":0.9331919406,
        "r":0.9322033898,
        "f":0.9326974033
      }
    },
    "tok2vec_loss":1156.4809109417,
    "ner_loss":2790.6977062746
  },
  "requirements":[

  ]
}