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ecfr-textcat

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natural language processing
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ecfr-textcat
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{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "spacy_version":">=3.7.4,<3.8.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_git_version":"bff8725f4",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null,
    "mode":"default"
  },
  "labels":{
    "textcat_multilabel":[
      "ReportingAndCompliance",
      "RiskManagement",
      "ConsumerProtection",
      "CapitalRequirements",
      "CorporateGovernance"
    ]
  },
  "pipeline":[
    "textcat_multilabel"
  ],
  "components":[
    "textcat_multilabel"
  ],
  "disabled":[

  ],
  "performance":{
    "cats_score":0.6816181111,
    "cats_score_desc":"macro AUC",
    "cats_micro_p":0.5733333333,
    "cats_micro_r":0.43,
    "cats_micro_f":0.4914285714,
    "cats_macro_p":0.5532884253,
    "cats_macro_r":0.2839970528,
    "cats_macro_f":0.3267018677,
    "cats_macro_auc":0.6816181111,
    "cats_f_per_type":{
      "ReportingAndCompliance":{
        "p":0.5762711864,
        "r":0.7816091954,
        "f":0.6634146341
      },
      "RiskManagement":{
        "p":0.3846153846,
        "r":0.1388888889,
        "f":0.2040816327
      },
      "ConsumerProtection":{
        "p":0.8888888889,
        "r":0.32,
        "f":0.4705882353
      },
      "CapitalRequirements":{
        "p":0.25,
        "r":0.0769230769,
        "f":0.1176470588
      },
      "CorporateGovernance":{
        "p":0.6666666667,
        "r":0.1025641026,
        "f":0.1777777778
      }
    },
    "textcat_multilabel_loss":1.6235517708
  }
}