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Alvaro8gb
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es_neg_uncert_ehr_ner

Token Classification
spaCy
Spanish
Eval Results
Model card Files Community
es_neg_uncert_ehr_ner
File size: 1,286 Bytes 
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{
  "lang":"es",
  "name":"neg_uncert_ehr_ner",
  "version":"0.0.0",
  "description":"",
  "author":"\u00c1lvaro Garc\u00eda Barrag\u00e1n",
  "email":"[email protected]",
  "url":"Alvaro8gb/NegUncertaintyNER",
  "license":"mit",
  "spacy_version":">=3.7.2,<3.8.0",
  "spacy_git_version":"a89eae928",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "NEG",
      "NSCO",
      "UNC",
      "USCO"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8980872684,
    "ents_p":0.8964797136,
    "ents_r":0.8997005988,
    "ents_per_type":{
      "NEG":{
        "p":0.9592857143,
        "r":0.9760174419,
        "f":0.9675792507
      },
      "NSCO":{
        "p":0.8782608696,
        "r":0.8845541401,
        "f":0.8813962713
      },
      "UNC":{
        "p":0.8703170029,
        "r":0.8603988604,
        "f":0.8653295129
      },
      "USCO":{
        "p":0.7323529412,
        "r":0.6974789916,
        "f":0.7144906743
      }
    },
    "transformer_loss":345.985210621,
    "ner_loss":350.368920027
  },
  "requirements":[
    "spacy-transformers>=1.3.5,<1.4.0"
  ]
}