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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: 2,165 Bytes 
8537572
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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":{
    "ents_f":0.7344282615,
    "ents_p":0.7346559206,
    "ents_r":0.7342007435,
    "ents_per_type":{
      "NAME":{
        "p":0.8839285714,
        "r":0.8608695652,
        "f":0.872246696
      },
      "CITY":{
        "p":0.6416666667,
        "r":0.8105263158,
        "f":0.7162790698
      },
      "MOBILE NUMBER":{
        "p":0.9160839161,
        "r":0.9290780142,
        "f":0.9225352113
      },
      "EMAIL":{
        "p":0.9495798319,
        "r":0.9576271186,
        "f":0.9535864979
      },
      "DESIGNATION":{
        "p":0.7014925373,
        "r":0.6861313869,
        "f":0.6937269373
      },
      "COMPANY":{
        "p":0.6968641115,
        "r":0.6944444444,
        "f":0.6956521739
      },
      "DEGREE":{
        "p":0.6473684211,
        "r":0.640625,
        "f":0.6439790576
      },
      "INSTITUTE":{
        "p":0.6810810811,
        "r":0.6923076923,
        "f":0.6866485014
      },
      "DOB":{
        "p":0.9402985075,
        "r":0.984375,
        "f":0.9618320611
      },
      "LINKEDIN":{
        "p":0.8947368421,
        "r":0.85,
        "f":0.8717948718
      },
      "EXPERIENCE":{
        "p":0.75,
        "r":0.9090909091,
        "f":0.8219178082
      },
      "SKILLS":{
        "p":0.2857142857,
        "r":0.1956521739,
        "f":0.2322580645
      }
    },
    "transformer_loss":898.9348013556,
    "ner_loss":322.2542785104
  },
  "requirements":[
    "spacy-transformers>=1.2.3,<1.3.0"
  ]
}