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en_tenarchexp3

Text Classification
spaCy
English
token-classification
Eval Results
Model card Files Community
en_tenarchexp3
File size: 1,990 Bytes 
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{
  "lang":"en",
  "name":"tenarchexp3",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.2.4,<3.3.0",
  "spacy_git_version":"b50fe5ec6",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "Seniority",
      "TechSkill"
    ],
    "textcat_multilabel":[
      "SoftwareEngineer",
      "SiteReliabitliyEngineer",
      "ProductManager",
      "DataScientist",
      "Designer"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner",
    "textcat_multilabel"
  ],
  "components":[
    "tok2vec",
    "ner",
    "textcat_multilabel"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8976377953,
    "ents_p":0.95,
    "ents_r":0.8507462687,
    "ents_per_type":{
      "TechSkill":{
        "p":0.9803921569,
        "r":0.8771929825,
        "f":0.9259259259
      },
      "Seniority":{
        "p":0.7777777778,
        "r":0.7,
        "f":0.7368421053
      }
    },
    "cats_score":0.718939555,
    "cats_score_desc":"macro AUC",
    "cats_micro_p":0.4791666667,
    "cats_micro_r":0.8679245283,
    "cats_micro_f":0.6174496644,
    "cats_macro_p":0.3921106557,
    "cats_macro_r":0.5541666667,
    "cats_macro_f":0.4490322581,
    "cats_macro_auc":0.718939555,
    "cats_f_per_type":{
      "SoftwareEngineer":{
        "p":0.4918032787,
        "r":0.9375,
        "f":0.6451612903
      },
      "SiteReliabitliyEngineer":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "ProductManager":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "DataScientist":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "Designer":{
        "p":0.46875,
        "r":0.8333333333,
        "f":0.6
      }
    },
    "cats_macro_auc_per_type":0.0,
    "tok2vec_loss":311.3143602825,
    "ner_loss":54.8616165066,
    "textcat_multilabel_loss":0.0572747632
  },
  "requirements":[

  ]
}