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en_textcat_multilabel_genre

Text Classification
spaCy
English
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en_textcat_multilabel_genre
File size: 1,420 Bytes 
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{
  "lang":"en",
  "name":"textcat_multilabel_genre",
  "version":"0.0.4",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.6.0,<3.7.0",
  "spacy_git_version":"6fc153a26",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "textcat_multilabel":[
      "CONV",
      "FICTION",
      "MAGAZINE"
    ]
  },
  "pipeline":[
    "transformer",
    "textcat_multilabel"
  ],
  "components":[
    "transformer",
    "textcat_multilabel"
  ],
  "disabled":[

  ],
  "performance":{
    "cats_score":0.9999883114,
    "cats_score_desc":"macro AUC",
    "cats_micro_p":0.9986999856,
    "cats_micro_r":0.9985076782,
    "cats_micro_f":0.9986038226,
    "cats_macro_p":0.9986181892,
    "cats_macro_r":0.9985202574,
    "cats_macro_f":0.9985683727,
    "cats_macro_auc":0.9999883114,
    "cats_f_per_type":{
      "CONV":{
        "p":0.9990641711,
        "r":0.999331372,
        "f":0.9991977537
      },
      "FICTION":{
        "p":0.999720084,
        "r":0.9972078738,
        "f":0.9984623987
      },
      "MAGAZINE":{
        "p":0.9970703125,
        "r":0.9990215264,
        "f":0.9980449658
      }
    },
    "cats_macro_auc_per_type":0.0,
    "transformer_loss":0.0712949916,
    "textcat_multilabel_loss":0.9368427598
  },
  "requirements":[
    "spacy-transformers>=1.2.5,<1.3.0"
  ]
}