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Abacusajay
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en_pipeline

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_pipeline
File size: 2,177 Bytes 
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{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.5.2,<3.6.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "CITY",
      "COMPANY",
      "DEGREE",
      "DESIGNATION",
      "DOB",
      "EMAIL",
      "EXPERIENCE",
      "INSTITUTE",
      "LINKEDIN",
      "MOBILE NUMBER",
      "NAME",
      "SKILLS"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
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    "ents_per_type":{
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        "p":0.8935698448,
        "r":0.9664268585,
        "f":0.9285714286
      },
      "MOBILE NUMBER":{
        "p":0.9792924935,
        "r":0.9835355286,
        "f":0.981409425
      },
      "EMAIL":{
        "p":0.9531707317,
        "r":0.9682854311,
        "f":0.9606686332
      },
      "SKILLS":{
        "p":0.8551307847,
        "r":0.8366141732,
        "f":0.8457711443
      },
      "NAME":{
        "p":0.994047619,
        "r":0.994047619,
        "f":0.994047619
      },
      "DESIGNATION":{
        "p":0.9671480144,
        "r":0.9413211525,
        "f":0.9540598291
      },
      "COMPANY":{
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        "f":0.9443966259
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      "DEGREE":{
        "p":0.9529190207,
        "r":0.9376158122,
        "f":0.9452054795
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      "INSTITUTE":{
        "p":0.9305373526,
        "r":0.9372937294,
        "f":0.9339033213
      },
      "DOB":{
        "p":0.972972973,
        "r":0.9776357827,
        "f":0.9752988048
      },
      "EXPERIENCE":{
        "p":0.9335180055,
        "r":0.9739884393,
        "f":0.9533239038
      },
      "LINKEDIN":{
        "p":0.9837837838,
        "r":0.91,
        "f":0.9454545455
      }
    },
    "transformer_loss":4482.8492241498,
    "ner_loss":1229.0915582876
  },
  "requirements":[
    "spacy-transformers>=1.2.3,<1.3.0"
  ]
}