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xx_ent_wiki_sm

Token Classification
spaCy
multilingual
Eval Results
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xx_ent_wiki_sm
File size: 1,445 Bytes 
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{
  "lang":"xx",
  "name":"ent_wiki_sm",
  "version":"3.1.0",
  "description":"Multi-language pipeline optimized for CPU. Components: ner.",
  "author":"Explosion",
  "email":"contact@explosion.ai",
  "url":"https://explosion.ai",
  "license":"MIT",
  "spacy_version":">=3.1.0,<3.2.0",
  "spacy_git_version":"caba63b74",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "ner":[
      "LOC",
      "MISC",
      "ORG",
      "PER"
    ]
  },
  "pipeline":[
    "ner"
  ],
  "components":[
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_p":0.8409186045,
    "ents_r":0.8332525821,
    "ents_f":0.837068042,
    "speed":28605.2027269009,
    "ents_per_type":{
      "LOC":{
        "p":0.8506819868,
        "r":0.878861102,
        "f":0.8645419859
      },
      "PER":{
        "p":0.876557019,
        "r":0.9013993439,
        "f":0.8888046279
      },
      "MISC":{
        "p":0.7782944429,
        "r":0.6831875813,
        "f":0.7276464427
      },
      "ORG":{
        "p":0.7914423197,
        "r":0.7126703392,
        "f":0.7499936433
      }
    }
  },
  "sources":[
    {
      "name":"WikiNER",
      "url":"https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500",
      "license":"CC BY 4.0",
      "author":"Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran"
    }
  ],
  "requirements":[

  ]
}