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en_pipeline

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_pipeline
File size: 1,225 Bytes 
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{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.4,<3.8.0",
  "spacy_git_version":"bff8725f4",
  "vectors":{
    "width":300,
    "vectors":514157,
    "keys":514157,
    "name":"en_vectors"
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "COMPONENTS",
      "CORRECTIVE ACTION",
      "FAILURE ISSUE",
      "VEHICLE MODEL"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.866894198,
    "ents_p":0.9202898551,
    "ents_r":0.8193548387,
    "ents_per_type":{
      "FAILURE ISSUE":{
        "p":0.972972973,
        "r":0.7659574468,
        "f":0.8571428571
      },
      "COMPONENTS":{
        "p":0.8653846154,
        "r":0.8490566038,
        "f":0.8571428571
      },
      "CORRECTIVE ACTION":{
        "p":0.9230769231,
        "r":0.8181818182,
        "f":0.8674698795
      },
      "VEHICLE MODEL":{
        "p":1.0,
        "r":0.9090909091,
        "f":0.9523809524
      }
    },
    "tok2vec_loss":330.859607994,
    "ner_loss":1135.9242512844
  },
  "requirements":[

  ]
}