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Priyanka-Balivada
/
en_Product_Catalog

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_Product_Catalog
File size: 1,443 Bytes 
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{
  "lang":"en",
  "name":"Product_Catalog",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.4,<3.8.0",
  "spacy_git_version":"bff8725f4",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "Lubricant",
      "Metering",
      "Operating",
      "PAGE",
      "Product",
      "Reservoir"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.2330097087,
    "ents_p":0.1791044776,
    "ents_r":0.3333333333,
    "ents_per_type":{
      "Product":{
        "p":0.1176470588,
        "r":0.25,
        "f":0.16
      },
      "Metering":{
        "p":0.2380952381,
        "r":0.625,
        "f":0.3448275862
      },
      "Reservoir":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "Operating":{
        "p":0.3076923077,
        "r":0.75,
        "f":0.4363636364
      },
      "Lubricant":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "PAGE":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "Page":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      }
    },
    "transformer_loss":95503.9236874724,
    "ner_loss":24717.7414470388
  },
  "requirements":[
    "spacy-transformers>=1.3.4,<1.4.0"
  ]
}