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MohammedShaneeb
/
en_SkillExtraction

Token Classification
spaCy
English
Eval Results
Model card Files Community
1
en_SkillExtraction
File size: 1,607 Bytes 
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{
  "lang":"en",
  "name":"SkillExtraction",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.5.3,<3.6.0",
  "spacy_git_version":"512241e12",
  "vectors":{
    "width":300,
    "vectors":514157,
    "keys":514157,
    "name":"en_vectors"
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "DESIGNATION",
      "EDUCATION",
      "EMAIL",
      "LANGUAGE",
      "NAME",
      "PHONE",
      "PLACE",
      "SKILL"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9622157007,
    "ents_p":0.9513964454,
    "ents_r":0.973283859,
    "ents_per_type":{
      "NAME":{
        "p":0.9871794872,
        "r":1.0,
        "f":0.9935483871
      },
      "EMAIL":{
        "p":0.9871794872,
        "r":1.0,
        "f":0.9935483871
      },
      "PHONE":{
        "p":0.9875,
        "r":1.0,
        "f":0.9937106918
      },
      "PLACE":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "SKILL":{
        "p":0.9300699301,
        "r":0.9669530734,
        "f":0.9481529488
      },
      "DESIGNATION":{
        "p":0.9592875318,
        "r":0.9666666667,
        "f":0.962962963
      },
      "LANGUAGE":{
        "p":0.9974226804,
        "r":0.987244898,
        "f":0.9923076923
      },
      "EDUCATION":{
        "p":0.9545454545,
        "r":0.9545454545,
        "f":0.9545454545
      }
    },
    "tok2vec_loss":155.4770828798,
    "ner_loss":1055.7396795271
  },
  "requirements":[

  ]
}