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royashcenazi
/
en_parsigs

Token Classification
spaCy
English
Eval Results
Model card Files Community
2
en_parsigs
File size: 1,457 Bytes 
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{
  "lang":"en",
  "name":"parsigs",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.5.0,<3.6.0",
  "spacy_git_version":"dec81508d",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "Dosage",
      "Drug",
      "Duration",
      "Form",
      "Frequency",
      "Strength"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8661438615,
    "ents_p":0.8482521186,
    "ents_r":0.8848066298,
    "ents_per_type":{
      "Drug":{
        "p":0.8436739659,
        "r":0.9215946844,
        "f":0.8809145761
      },
      "Dosage":{
        "p":0.8242894057,
        "r":0.8328981723,
        "f":0.8285714286
      },
      "Frequency":{
        "p":0.8336414048,
        "r":0.832103321,
        "f":0.8328716528
      },
      "Strength":{
        "p":0.889084507,
        "r":0.9082733813,
        "f":0.8985765125
      },
      "Form":{
        "p":0.8882978723,
        "r":0.8713043478,
        "f":0.8797190518
      },
      "Duration":{
        "p":0.5555555556,
        "r":0.6779661017,
        "f":0.6106870229
      }
    },
    "transformer_loss":53470.2415322974,
    "ner_loss":34592.9082058319
  },
  "requirements":[
    "spacy-transformers>=1.1.5,<1.2.0"
  ]
}