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cbruinsm
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en_Coff_Ev1

Token Classification
spaCy
English
Eval Results
Model card Files
en_Coff_Ev1
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{
  "lang":"en",
  "name":"Coff_Ev1",
  "version":"1.1.0",
  "description":"A natural language processor API for coffee drinks in all forms",
  "author":"Chris Bruinsma,Iris Chi,Jack Felciano,Jeffrey Li,Dustin Paden",
  "email":"christopher.j.bruinsma@outlook.com",
  "url":"",
  "license":"",
  "spacy_version":">=3.4.3,<3.5.0",
  "spacy_git_version":"63673a792",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "Anti",
      "drink",
      "extra",
      "milk",
      "milk texture",
      "pump quantity",
      "roast",
      "shot quality",
      "shot quantity",
      "size",
      "syrup",
      "temperature",
      "toppings"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9910748933,
    "ents_p":0.9906904577,
    "ents_r":0.9914596273,
    "ents_per_type":{
      "roast":{
        "p":1.0,
        "r":0.9523809524,
        "f":0.9756097561
      },
      "drink":{
        "p":0.9904988124,
        "r":0.9928571429,
        "f":0.9916765755
      },
      "toppings":{
        "p":0.9827586207,
        "r":1.0,
        "f":0.9913043478
      },
      "size":{
        "p":0.9966777409,
        "r":0.9966777409,
        "f":0.9966777409
      },
      "temperature":{
        "p":1.0,
        "r":0.9906542056,
        "f":0.9953051643
      },
      "syrup":{
        "p":0.9901960784,
        "r":1.0,
        "f":0.9950738916
      },
      "shot quality":{
        "p":0.9375,
        "r":0.9375,
        "f":0.9375
      },
      "milk":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "shot quantity":{
        "p":0.9333333333,
        "r":0.8235294118,
        "f":0.875
      },
      "extra":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "Anti":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "pump quantity":{
        "p":0.9285714286,
        "r":1.0,
        "f":0.962962963
      },
      "milk texture":{
        "p":1.0,
        "r":0.8571428571,
        "f":0.9230769231
      }
    },
    "tok2vec_loss":153.0695758335,
    "ner_loss":1462.7512133333
  },
  "requirements":[

  ]
}