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josiahkhor
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en_triage_subject

Text Classification
spaCy
English
Model card Files Community
en_triage_subject
File size: 1,562 Bytes 
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{
  "lang":"en",
  "name":"triage_subject",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.4.3,<3.5.0",
  "spacy_git_version":"63673a792",
  "vectors":{
    "width":300,
    "vectors":514157,
    "keys":514157,
    "name":"en_vectors"
  },
  "labels":{
    "tok2vec":[

    ],
    "textcat":[
      "General Correspondence",
      "Invoice",
      "New Claim Form",
      "Assessor Report",
      "Complaint"
    ]
  },
  "pipeline":[
    "tok2vec",
    "textcat"
  ],
  "components":[
    "tok2vec",
    "textcat"
  ],
  "disabled":[

  ],
  "performance":{
    "cats_score":0.7952145005,
    "cats_score_desc":"macro F",
    "cats_micro_p":0.9934102142,
    "cats_micro_r":0.9934102142,
    "cats_micro_f":0.9934102142,
    "cats_macro_p":0.7937418568,
    "cats_macro_r":0.7967266985,
    "cats_macro_f":0.7952145005,
    "cats_macro_auc":0.799937651,
    "cats_f_per_type":{
      "General Correspondence":{
        "p":0.9978354978,
        "r":0.9935344828,
        "f":0.9956803456
      },
      "Invoice":{
        "p":0.9708737864,
        "r":0.9900990099,
        "f":0.9803921569
      },
      "New Claim Form":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "Assessor Report":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "Complaint":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      }
    },
    "cats_macro_auc_per_type":0.0,
    "tok2vec_loss":259.5293373004,
    "textcat_loss":0.5898249324
  },
  "requirements":[

  ]
}