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victormurcia
/
en_chemner

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_chemner
File size: 1,411 Bytes 
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{
  "lang":"en",
  "name":"chemner",
  "version":"1.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.6.1,<3.7.0",
  "spacy_git_version":"458bc5f45",
  "vectors":{
    "width":300,
    "vectors":514157,
    "keys":514157,
    "name":"en_vectors"
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "ALCOHOL",
      "ALDEHYDE",
      "ALKANE",
      "ALKENE",
      "ALKYNE",
      "C_ACID",
      "KETONE"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9769585253,
    "ents_p":0.9906542056,
    "ents_r":0.9636363636,
    "ents_per_type":{
      "ALKENE":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "ALCOHOL":{
        "p":1.0,
        "r":0.9411764706,
        "f":0.9696969697
      },
      "ALKANE":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "C_ACID":{
        "p":1.0,
        "r":0.75,
        "f":0.8571428571
      },
      "KETONE":{
        "p":0.8333333333,
        "r":1.0,
        "f":0.9090909091
      },
      "ALDEHYDE":{
        "p":1.0,
        "r":0.8461538462,
        "f":0.9166666667
      },
      "ALKYNE":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      }
    },
    "tok2vec_loss":1.5195375851,
    "ner_loss":2.5921943815
  },
  "requirements":[

  ]
}