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it_textcat_emotion_umberto

Text Classification
spaCy
Italian
Model card Files Community
it_textcat_emotion_umberto
File size: 1,646 Bytes 
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{
  "lang":"it",
  "name":"textcat_emotion_umberto",
  "version":"0.0.1",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.0.7,<3.1.0",
  "spacy_git_version":"034ac0acf",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "textcat":[
      "sadness",
      "fear",
      "love",
      "anger",
      "surprise",
      "joy"
    ]
  },
  "pipeline":[
    "transformer",
    "textcat"
  ],
  "components":[
    "transformer",
    "textcat"
  ],
  "disabled":[

  ],
  "performance":{
    "cats_score":0.9606266468,
    "cats_score_desc":"macro AUC",
    "cats_micro_p":0.8803506962,
    "cats_micro_r":0.8535,
    "cats_micro_f":0.866717441,
    "cats_macro_p":0.8639255472,
    "cats_macro_r":0.7865283499,
    "cats_macro_f":0.8133533698,
    "cats_macro_auc":0.9606266468,
    "cats_f_per_type":{
      "sadness":{
        "p":0.9100917431,
        "r":0.9018181818,
        "f":0.9059360731
      },
      "fear":{
        "p":0.7875,
        "r":0.891509434,
        "f":0.8362831858
      },
      "love":{
        "p":0.8585858586,
        "r":0.4775280899,
        "f":0.6137184116
      },
      "anger":{
        "p":0.853046595,
        "r":0.8654545455,
        "f":0.8592057762
      },
      "surprise":{
        "p":0.8709677419,
        "r":0.6666666667,
        "f":0.7552447552
      },
      "joy":{
        "p":0.9033613445,
        "r":0.9161931818,
        "f":0.9097320169
      }
    },
    "cats_macro_auc_per_type":0.0,
    "transformer_loss":0.2910893976,
    "textcat_loss":219.5271867933
  }
}