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Priyanka-Balivada
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en_Resume_Matching_Keywords

Token Classification
spaCy
English
ner
resume matching
Eval Results
Model card Files Community
en_Resume_Matching_Keywords
File size: 1,700 Bytes 
4edad15
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "lang":"en",
  "name":"Resume_Matching_Keywords",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.4,<3.8.0",
  "spacy_git_version":"bff8725f4",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "CERTIFICATIONS",
      "CGPA",
      "EMAIL",
      "EXPERIENCE",
      "LOCATION",
      "NAME",
      "PHONE",
      "QUALIFICATION",
      "SCORES",
      "SKILLS"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.7254901961,
    "ents_p":0.6844809866,
    "ents_r":0.7717265353,
    "ents_per_type":{
      "EXPERIENCE":{
        "p":0.6666666667,
        "r":1.0,
        "f":0.8
      },
      "SKILLS":{
        "p":0.6735582155,
        "r":0.7786163522,
        "f":0.7222870478
      },
      "LOCATION":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "QUALIFICATION":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "PHONE":{
        "p":0.8888888889,
        "r":0.8,
        "f":0.8421052632
      },
      "EMAIL":{
        "p":1.0,
        "r":0.6363636364,
        "f":0.7777777778
      },
      "CGPA":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "CERTIFICATIONS":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "NAME":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      }
    },
    "transformer_loss":1165.5534572027,
    "ner_loss":1094.4716895442
  },
  "requirements":[
    "spacy-transformers>=1.3.4,<1.4.0"
  ]
}