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en_JobDesc_pipeline

Token Classification
spaCy
English
Eval Results
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en_JobDesc_pipeline
File size: 1,332 Bytes 
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{
  "lang":"en",
  "name":"JobDesc_pipeline",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.2,<3.8.0",
  "spacy_git_version":"a89eae928",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "EXPERIENCE",
      "QUALIFICATION",
      "ROLES",
      "SKILLS",
      "TITLE"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8929292929,
    "ents_p":0.9094650206,
    "ents_r":0.876984127,
    "ents_per_type":{
      "TITLE":{
        "p":0.9016393443,
        "r":0.9649122807,
        "f":0.9322033898
      },
      "ROLES":{
        "p":0.9423076923,
        "r":0.9245283019,
        "f":0.9333333333
      },
      "SKILLS":{
        "p":0.8867924528,
        "r":0.7966101695,
        "f":0.8392857143
      },
      "QUALIFICATION":{
        "p":0.9375,
        "r":1.0,
        "f":0.9677419355
      },
      "EXPERIENCE":{
        "p":1.0,
        "r":0.8888888889,
        "f":0.9411764706
      }
    },
    "transformer_loss":4.3934552449,
    "ner_loss":14366.0062501409
  },
  "requirements":[
    "spacy-transformers>=1.3.4,<1.4.0"
  ]
}