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da_multi_dupli_rater_1_onto

Token Classification
spaCy
Danish
Eval Results
Model card Files Community
da_multi_dupli_rater_1_onto
File size: 2,659 Bytes 
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{
  "lang":"da",
  "name":"multi_dupli_rater_1_onto",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.5.0,<3.6.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "CARDINAL",
      "DATE",
      "EVENT",
      "FACILITY",
      "GPE",
      "LANGUAGE",
      "LAW",
      "LOCATION",
      "MONEY",
      "NORP",
      "ORDINAL",
      "ORGANIZATION",
      "PERCENT",
      "PERSON",
      "PRODUCT",
      "QUANTITY",
      "TIME",
      "WORK OF ART"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.7847133758,
    "ents_p":0.7817258883,
    "ents_r":0.7877237852,
    "ents_per_type":{
      "CARDINAL":{
        "p":0.8064516129,
        "r":0.8928571429,
        "f":0.8474576271
      },
      "MONEY":{
        "p":0.9523809524,
        "r":1.0,
        "f":0.9756097561
      },
      "PERSON":{
        "p":0.84,
        "r":0.8630136986,
        "f":0.8513513514
      },
      "ORGANIZATION":{
        "p":0.8870967742,
        "r":0.8208955224,
        "f":0.8527131783
      },
      "GPE":{
        "p":0.9310344828,
        "r":0.9,
        "f":0.9152542373
      },
      "QUANTITY":{
        "p":1.0,
        "r":0.7142857143,
        "f":0.8333333333
      },
      "PRODUCT":{
        "p":0.6,
        "r":0.5172413793,
        "f":0.5555555556
      },
      "DATE":{
        "p":0.6981132075,
        "r":0.7551020408,
        "f":0.7254901961
      },
      "WORK OF ART":{
        "p":0.7333333333,
        "r":0.6111111111,
        "f":0.6666666667
      },
      "NORP":{
        "p":0.7333333333,
        "r":0.7857142857,
        "f":0.7586206897
      },
      "TIME":{
        "p":0.5,
        "r":1.0,
        "f":0.6666666667
      },
      "ORDINAL":{
        "p":0.2,
        "r":1.0,
        "f":0.3333333333
      },
      "LAW":{
        "p":0.4,
        "r":0.2857142857,
        "f":0.3333333333
      },
      "EVENT":{
        "p":0.3333333333,
        "r":0.2857142857,
        "f":0.3076923077
      },
      "FACILITY":{
        "p":0.5555555556,
        "r":0.625,
        "f":0.5882352941
      },
      "LOCATION":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "PERCENT":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      }
    },
    "transformer_loss":1230.2954130489,
    "ner_loss":4288.7135511191
  },
  "requirements":[
    "spacy-transformers>=1.1.2,<1.2.0"
  ]
}