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en_ncv

Token Classification
spaCy
English
Eval Results (legacy)
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en_ncv
File size: 2,062 Bytes
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{
  "lang":"en",
  "name":"ncv",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.4.3,<3.5.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "ACTIVITY",
      "GPE",
      "KEYWORD",
      "MEDIUM",
      "MONEY",
      "ORG",
      "PERSON",
      "POSITION",
      "RECOGNITION",
      "REPOSITORY",
      "WEBSITE",
      "YEAR"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.6618887015,
    "ents_p":0.7012058955,
    "ents_r":0.626746507,
    "ents_per_type":{
      "PERSON":{
        "p":0.8622090876,
        "r":0.8552583364,
        "f":0.8587196468
      },
      "YEAR":{
        "p":0.472826087,
        "r":0.3766233766,
        "f":0.4192771084
      },
      "POSITION":{
        "p":0.5510204082,
        "r":0.8059701493,
        "f":0.6545454545
      },
      "ORG":{
        "p":0.4568527919,
        "r":0.6206896552,
        "f":0.5263157895
      },
      "RECOGNITION":{
        "p":0.3513513514,
        "r":0.2954545455,
        "f":0.3209876543
      },
      "MONEY":{
        "p":0.2272727273,
        "r":0.2,
        "f":0.2127659574
      },
      "GPE":{
        "p":0.4244791667,
        "r":0.6572580645,
        "f":0.5158227848
      },
      "ACTIVITY":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "REPOSITORY":{
        "p":0.7083333333,
        "r":0.4594594595,
        "f":0.5573770492
      },
      "WEBSITE":{
        "p":0.6666666667,
        "r":0.16,
        "f":0.2580645161
      },
      "MEDIUM":{
        "p":0.4761904762,
        "r":0.1960784314,
        "f":0.2777777778
      },
      "KEYWORD":{
        "p":0.5,
        "r":0.0036585366,
        "f":0.0072639225
      }
    },
    "tok2vec_loss":7866.9562870075,
    "ner_loss":9655.5876780789
  },
  "requirements":[

  ]
}