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lawinsider
/
uk_ner_spacy

Token Classification
spaCy
Ukrainian
Eval Results
Model card Files Community
uk_ner_spacy
File size: 1,666 Bytes 
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{
  "lang":"uk",
  "name":"ner_spacy",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.6.1,<3.7.0",
  "spacy_git_version":"458bc5f45",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "CLAUSE_NUMBER",
      "CLAUSE_TITLE",
      "CONTRACT_TYPE",
      "DEFINITION_TITLE",
      "MARGINAL"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9471004243,
    "ents_p":0.9543899658,
    "ents_r":0.9399213925,
    "ents_per_type":{
      "CONTRACT_TYPE":{
        "p":0.6071428571,
        "r":0.3777777778,
        "f":0.4657534247
      },
      "CLAUSE_NUMBER":{
        "p":0.9868329868,
        "r":0.9958041958,
        "f":0.9912982945
      },
      "CLAUSE_TITLE":{
        "p":0.8579881657,
        "r":0.7512953368,
        "f":0.8011049724
      },
      "DEFINITION_TITLE":{
        "p":0.7787610619,
        "r":0.7787610619,
        "f":0.7787610619
      },
      "MARGINAL":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      }
    },
    "tok2vec_loss":189.4445021237,
    "ner_loss":383.6173645542
  },
  "dataset_stats":{
    "datetime":"2023-10-25 14:55:17",
    "dtype":"spacy",
    "namespace":"uk",
    "label_type":"clause_number,clause_title,definition_title,contract_type,marginal",
    "n_labels":16279,
    "n_documents":4557,
    "precision":0.9543899658,
    "recall":0.9399213925,
    "f1_score":0.9471004243,
    "loss":383.6173645542
  },
  "requirements":[

  ]
}