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nimamegh
/
ner_model

Token Classification
spaCy
English
Eval Results
Model card Files Community
ner_model
File size: 1,758 Bytes 
17387ce
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.5,<3.8.0",
  "spacy_git_version":"a6d0fc360",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "B-LAW",
      "B-VIOLATED BY",
      "B-VIOLATED ON",
      "B-VIOLATION",
      "I-LAW",
      "I-VIOLATED BY",
      "I-VIOLATED ON",
      "I-VIOLATION"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9220448762,
    "ents_p":0.9308734236,
    "ents_r":0.9133822181,
    "ents_per_type":{
      "B-VIOLATION":{
        "p":0.9014084507,
        "r":0.9014084507,
        "f":0.9014084507
      },
      "I-VIOLATION":{
        "p":0.9433481859,
        "r":0.9153798641,
        "f":0.929153605
      },
      "B-LAW":{
        "p":0.8888888889,
        "r":0.9302325581,
        "f":0.9090909091
      },
      "I-LAW":{
        "p":0.9406779661,
        "r":0.9652173913,
        "f":0.9527896996
      },
      "B-VIOLATED BY":{
        "p":0.9523809524,
        "r":0.9302325581,
        "f":0.9411764706
      },
      "I-VIOLATED BY":{
        "p":0.9493670886,
        "r":0.9615384615,
        "f":0.9554140127
      },
      "B-VIOLATED ON":{
        "p":0.6829268293,
        "r":0.6511627907,
        "f":0.6666666667
      },
      "I-VIOLATED ON":{
        "p":0.8640776699,
        "r":0.898989899,
        "f":0.8811881188
      }
    },
    "transformer_loss":162.5397746471,
    "ner_loss":138.9954125388
  },
  "requirements":[
    "spacy-transformers>=1.3.5,<1.4.0"
  ]
}