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nicoladisabato
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en_bert_fine_tuned_ner

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_bert_fine_tuned_ner
File size: 2,865 Bytes 
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{
  "lang":"en",
  "name":"bert_fine_tuned_ner",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.5.0,<3.6.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "CARDINAL",
      "DATE",
      "EVENT",
      "FAC",
      "GPE",
      "LANGUAGE",
      "LAW",
      "LOC",
      "MONEY",
      "NORP",
      "ORDINAL",
      "ORG",
      "PERCENT",
      "PERSON",
      "PRODUCT",
      "QUANTITY",
      "TIME",
      "WORK_OF_ART"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8883139705,
    "ents_p":0.8826268309,
    "ents_r":0.8940748747,
    "ents_per_type":{
      "PERSON":{
        "p":0.9297017651,
        "r":0.9658552008,
        "f":0.9474337107
      },
      "ORG":{
        "p":0.9051383399,
        "r":0.9044233807,
        "f":0.9047807191
      },
      "DATE":{
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        "r":0.8799875312,
        "f":0.8786181139
      },
      "ORDINAL":{
        "p":0.7688172043,
        "r":0.8537313433,
        "f":0.8090523338
      },
      "CARDINAL":{
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        "f":0.8424908425
      },
      "LOC":{
        "p":0.8127090301,
        "r":0.7689873418,
        "f":0.7902439024
      },
      "GPE":{
        "p":0.9231385108,
        "r":0.94793094,
        "f":0.9353704705
      },
      "MONEY":{
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      },
      "NORP":{
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      },
      "WORK_OF_ART":{
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        "r":0.4405940594,
        "f":0.4903581267
      },
      "QUANTITY":{
        "p":0.7709497207,
        "r":0.7263157895,
        "f":0.7479674797
      },
      "FAC":{
        "p":0.5704697987,
        "r":0.6390977444,
        "f":0.6028368794
      },
      "EVENT":{
        "p":0.7202797203,
        "r":0.5754189944,
        "f":0.6397515528
      },
      "PERCENT":{
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        "r":0.9024390244,
        "f":0.9038167939
      },
      "TIME":{
        "p":0.7347480106,
        "r":0.7673130194,
        "f":0.7506775068
      },
      "LANGUAGE":{
        "p":0.9259259259,
        "r":0.7142857143,
        "f":0.8064516129
      },
      "LAW":{
        "p":0.5526315789,
        "r":0.6461538462,
        "f":0.5957446809
      },
      "PRODUCT":{
        "p":0.677852349,
        "r":0.4719626168,
        "f":0.5564738292
      }
    },
    "transformer_loss":1350.0699851486,
    "ner_loss":1329.7184847653
  },
  "requirements":[
    "spacy-transformers>=1.2.3,<1.3.0"
  ]
}