{
  "lang":"tr",
  "name":"MammoBiradsScore",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.5,<3.8.0",
  "spacy_git_version":"a6d0fc360",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "textcat":[
      "BIRADS1",
      "BIRADS2",
      "BIRADS3",
      "BIRADS4",
      "BIRADS5"
    ]
  },
  "pipeline":[
    "transformer",
    "textcat"
  ],
  "components":[
    "transformer",
    "textcat"
  ],
  "disabled":[

  ],
  "performance":{
    "cats_score":0.9610697546,
    "cats_score_desc":"macro F",
    "cats_micro_p":0.98,
    "cats_micro_r":0.98,
    "cats_micro_f":0.98,
    "cats_macro_p":0.9822368421,
    "cats_macro_r":0.945,
    "cats_macro_f":0.9610697546,
    "cats_macro_auc":0.998874664,
    "cats_f_per_type":{
      "BIRADS1":{
        "p":1.0,
        "r":0.8,
        "f":0.8888888889
      },
      "BIRADS2":{
        "p":0.9736842105,
        "r":0.925,
        "f":0.9487179487
      },
      "BIRADS3":{
        "p":0.9375,
        "r":1.0,
        "f":0.9677419355
      },
      "BIRADS4":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "BIRADS5":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      }
    },
    "transformer_loss":0.0000000093,
    "textcat_loss":0.0000000086
  },
  "requirements":[
    "spacy-transformers>=1.3.5,<1.4.0"
  ]
}