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ahmet1338
/
MammoTagger

Token Classification
spaCy
Turkish
Eval Results
Model card Files Community
1
MammoTagger
File size: 1,317 Bytes 
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{
  "lang":"tr",
  "name":"MammoTagger",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.3,<3.8.0",
  "spacy_git_version":"e1249d372",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "ANAT",
      "IMPRESSION",
      "OBS-ABSENT",
      "OBS-PRESENT",
      "OBS-UNCERTAIN"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9977810651,
    "ents_p":0.9974121996,
    "ents_r":0.9981502035,
    "ents_per_type":{
      "ANAT":{
        "p":0.9987714988,
        "r":0.9995901639,
        "f":0.9991806637
      },
      "OBS-PRESENT":{
        "p":0.9972527473,
        "r":0.9978009896,
        "f":0.9975267931
      },
      "OBS-ABSENT":{
        "p":0.9929824561,
        "r":0.9941451991,
        "f":0.9935634874
      },
      "IMPRESSION":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "OBS-UNCERTAIN":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      }
    },
    "transformer_loss":1143.3258725419,
    "ner_loss":466.4546288494
  },
  "requirements":[
    "spacy-transformers>=1.3.5,<1.4.0"
  ]
}