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ahmedelsayed
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ar-ner-diseases

Token Classification
spaCy
Arabic
medical
Eval Results
Model card Files Community
ar-ner-diseases
File size: 1,765 Bytes 
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{
  "lang":"ar",
  "name":"pipeline",
  "version":"0.0.0",
  "spacy_version":">=3.7.5,<3.8.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_git_version":"a6d0fc360",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null,
    "mode":"default"
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "B",
      "BO",
      "I",
      "IO"
    ],
    "tagger":[
      "abbrev",
      "adj",
      "adj_comp",
      "adj_num",
      "adv",
      "adv_interrog",
      "adv_rel",
      "conj",
      "conj_sub",
      "digit",
      "noun",
      "noun_num",
      "noun_prop",
      "noun_quant",
      "part",
      "part_det",
      "part_focus",
      "part_fut",
      "part_interrog",
      "part_neg",
      "part_restrict",
      "part_verb",
      "prep",
      "pron",
      "pron_dem",
      "pron_interrog",
      "pron_rel",
      "punc",
      "verb",
      "verb_pseudo"
    ]
  },
  "pipeline":[
    "transformer",
    "ner",
    "tagger"
  ],
  "components":[
    "transformer",
    "ner",
    "tagger"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9930491196,
    "ents_p":0.9930491196,
    "ents_r":0.9930491196,
    "ents_per_type":{
      "IO":{
        "p":0.9942707481,
        "r":0.9988488735,
        "f":0.9965545529
      },
      "B":{
        "p":0.9909090909,
        "r":0.8825910931,
        "f":0.9336188437
      },
      "I":{
        "p":0.9681978799,
        "r":0.9288135593,
        "f":0.9480968858
      },
      "BO":{
        "p":0.9603524229,
        "r":0.893442623,
        "f":0.9256900212
      }
    },
    "tag_acc":0.984553599,
    "transformer_loss":231.188047412,
    "ner_loss":95.6599873802,
    "tagger_loss":446.3978238744
  }
}