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cybersecurity-ner

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cybersecurity-ner
File size: 2,011 Bytes 
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{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "spacy_version":">=3.8.11,<3.9.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_git_version":"e7a662a",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null,
    "mode":"default"
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "ACRONYM",
      "ATTACK_TECHNIQUE",
      "AUDIT_TERM",
      "CERTIFICATION",
      "CVE",
      "FRAMEWORK",
      "REGULATION",
      "SECURITY_DOMAIN",
      "SECURITY_ROLE",
      "SECURITY_TOOL",
      "TECHNICAL_SKILL",
      "THREAT_TYPE"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9858429858,
    "ents_p":0.9871134021,
    "ents_r":0.9845758355,
    "ents_per_type":{
      "THREAT_TYPE":{
        "p":0.9375,
        "r":0.9677419355,
        "f":0.9523809524
      },
      "CVE":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "AUDIT_TERM":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "CERTIFICATION":{
        "p":1.0,
        "r":0.975,
        "f":0.9873417722
      },
      "SECURITY_ROLE":{
        "p":0.962962963,
        "r":1.0,
        "f":0.9811320755
      },
      "ATTACK_TECHNIQUE":{
        "p":1.0,
        "r":0.9743589744,
        "f":0.987012987
      },
      "SECURITY_DOMAIN":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "ACRONYM":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "TECHNICAL_SKILL":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "REGULATION":{
        "p":0.9333333333,
        "r":1.0,
        "f":0.9655172414
      },
      "FRAMEWORK":{
        "p":1.0,
        "r":0.8846153846,
        "f":0.9387755102
      },
      "SECURITY_TOOL":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      }
    },
    "tok2vec_loss":765.8896043144,
    "ner_loss":1302.3627929688
  }
}