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flaviaggp
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pt_lg_pipeline

Text Classification
spaCy
Portuguese
token-classification
Eval Results
Model card Files Community
pt_lg_pipeline
File size: 1,447 Bytes 
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{
  "lang":"pt",
  "name":"lg_pipeline",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.4.4,<3.5.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":300,
    "vectors":500000,
    "keys":500000,
    "name":"pt_vectors"
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "JURISPRUDENCIA",
      "LEGISLACAO",
      "LOCAL",
      "ORGANIZACAO",
      "PESSOA",
      "TEMPO"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8379272326,
    "ents_p":0.8397790055,
    "ents_r":0.8360836084,
    "ents_per_type":{
      "ORGANIZACAO":{
        "p":0.8277777778,
        "r":0.7967914439,
        "f":0.8119891008
      },
      "JURISPRUDENCIA":{
        "p":0.8505154639,
        "r":0.7971014493,
        "f":0.8229426434
      },
      "PESSOA":{
        "p":0.9264214047,
        "r":0.8935483871,
        "f":0.9096880131
      },
      "LEGISLACAO":{
        "p":0.8285024155,
        "r":0.8639798489,
        "f":0.8458692972
      },
      "LOCAL":{
        "p":0.5271317829,
        "r":0.623853211,
        "f":0.5714285714
      },
      "TEMPO":{
        "p":0.9401709402,
        "r":0.9401709402,
        "f":0.9401709402
      }
    },
    "tok2vec_loss":236.2032881277,
    "ner_loss":1279.7546328544
  },
  "requirements":[

  ]
}