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beki
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en_spacy_pii_fast

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_spacy_pii_fast
File size: 1,261 Bytes 
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{
  "lang":"en",
  "name":"spacy_pii_fast",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.4.1,<3.5.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "DATE_TIME",
      "LOC",
      "NRP",
      "ORG",
      "PER"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8577517086,
    "ents_p":0.8682266815,
    "ents_r":0.8475264792,
    "ents_per_type":{
      "LOC":{
        "p":0.9176017072,
        "r":0.8673303403,
        "f":0.8917580947
      },
      "PER":{
        "p":0.862259444,
        "r":0.8899310345,
        "f":0.8758767365
      },
      "DATE_TIME":{
        "p":0.8381849315,
        "r":0.824173181,
        "f":0.8311200049
      },
      "ORG":{
        "p":0.7841790665,
        "r":0.7449559019,
        "f":0.7640644362
      },
      "NRP":{
        "p":0.930606282,
        "r":0.9139167862,
        "f":0.9221860297
      }
    },
    "tok2vec_loss":837.0982939747,
    "ner_loss":1479.1623933677
  },
  "requirements":[

  ]
}