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en_pipeline

Text Classification
spaCy
English
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en_pipeline
File size: 1,234 Bytes 
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{
  "lang":"en",
  "name":"pipeline",
  "version":"0.1.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.3.1,<3.4.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "textcat":[
      "negative",
      "positive"
    ]
  },
  "pipeline":[
    "transformer",
    "textcat"
  ],
  "components":[
    "transformer",
    "textcat"
  ],
  "disabled":[

  ],
  "performance":{
    "cats_score":0.9117685264,
    "cats_score_desc":"macro F",
    "cats_micro_p":0.912025,
    "cats_micro_r":0.912025,
    "cats_micro_f":0.912025,
    "cats_macro_p":0.9167534278,
    "cats_macro_r":0.9119814029,
    "cats_macro_f":0.9117685264,
    "cats_macro_auc":0.9512480053,
    "cats_f_per_type":{
      "correct":{
        "p":0.8725666435,
        "r":0.9651485782,
        "f":0.9165255263
      },
      "incorrect":{
        "p":0.9609402121,
        "r":0.8588142277,
        "f":0.9070115264
      }
    },
    "cats_macro_auc_per_type":0.0,
    "transformer_loss":8.6362570864,
    "textcat_loss":58.1887658469
  },
  "requirements":[
    "spacy-transformers>=1.1.5,<1.2.0"
  ]
}