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fr_arches_ner

Token Classification
spaCy
French
Eval Results
Model card Files Community
fr_arches_ner
File size: 2,583 Bytes 
3513e26
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "lang":"fr",
  "name":"arches_ner",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.6.1,<3.7.0",
  "spacy_git_version":"458bc5f45",
  "vectors":{
    "width":300,
    "vectors":500000,
    "keys":500000,
    "name":"fr_vectors"
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "CHRONOLOGIE",
      "DECOR",
      "EDIFICE",
      "ESPECE",
      "GPE",
      "ID",
      "LIEUDIT_SITE",
      "LOC",
      "MATERIAU",
      "MOBILIER",
      "ORG",
      "PERSONNE",
      "PEUPLE_CULTURE",
      "STRUCTURE",
      "TECHNIQUE_STYLE"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner",
    "entity_punctuation_removal"
  ],
  "components":[
    "tok2vec",
    "ner",
    "entity_punctuation_removal"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.6962401393,
    "ents_p":0.6778376222,
    "ents_r":0.7156697557,
    "ents_per_type":{
      "STRUCTURE":{
        "p":0.5348226018,
        "r":0.6840336134,
        "f":0.6002949853
      },
      "GPE":{
        "p":0.6465201465,
        "r":0.8609756098,
        "f":0.7384937238
      },
      "ORG":{
        "p":0.6923076923,
        "r":0.5142857143,
        "f":0.5901639344
      },
      "CHRONOLOGIE":{
        "p":0.6940966011,
        "r":0.7548638132,
        "f":0.7232059646
      },
      "LOC":{
        "p":0.7228915663,
        "r":0.447761194,
        "f":0.5529953917
      },
      "LIEUDIT_SITE":{
        "p":0.5875,
        "r":0.4585365854,
        "f":0.5150684932
      },
      "PEUPLE_CULTURE":{
        "p":0.2692307692,
        "r":0.4666666667,
        "f":0.3414634146
      },
      "MATERIAU":{
        "p":0.6987951807,
        "r":0.7341772152,
        "f":0.7160493827
      },
      "TECHNIQUE_STYLE":{
        "p":0.6875,
        "r":0.5770491803,
        "f":0.6274509804
      },
      "MOBILIER":{
        "p":0.7508939213,
        "r":0.6992230855,
        "f":0.724137931
      },
      "ID":{
        "p":0.7455673759,
        "r":0.8368159204,
        "f":0.7885607126
      },
      "EDIFICE":{
        "p":0.4090909091,
        "r":0.4090909091,
        "f":0.4090909091
      },
      "ESPECE":{
        "p":0.8,
        "r":0.4285714286,
        "f":0.5581395349
      },
      "PERSONNE":{
        "p":0.7832167832,
        "r":0.7943262411,
        "f":0.7887323944
      },
      "DECOR":{
        "p":0.3538461538,
        "r":0.4423076923,
        "f":0.3931623932
      }
    },
    "tok2vec_loss":634.3608600097,
    "ner_loss":2460.5982992177
  },
  "requirements":[

  ]
}