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faisal117a
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en_pipeline

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_pipeline
File size: 1,079 Bytes 
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{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.6.1,<3.7.0",
  "spacy_git_version":"458bc5f45",
  "vectors":{
    "width":300,
    "vectors":514157,
    "keys":514157,
    "name":"en_vectors"
  },
  "labels":{
    "tok2vec":[

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

  ],
  "performance":{
    "ents_f":0.7,
    "ents_p":0.8279569892,
    "ents_r":0.6062992126,
    "ents_per_type":{
      "MEDICINE":{
        "p":0.8382352941,
        "r":0.6477272727,
        "f":0.7307692308
      },
      "MEDICALCONDITION":{
        "p":0.7936507937,
        "r":0.4761904762,
        "f":0.5952380952
      },
      "PATHOGEN":{
        "p":0.8545454545,
        "r":0.7704918033,
        "f":0.8103448276
      }
    },
    "tok2vec_loss":499.2504308779,
    "ner_loss":3640.1039719502
  },
  "requirements":[

  ]
}