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en_textcat_emotion_umberto

Text Classification
spaCy
English
Model card Files Community
en_textcat_emotion_umberto
File size: 1,651 Bytes 
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{
  "lang":"en",
  "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":0.9726689611,
    "cats_score_desc":"macro AUC",
    "cats_micro_p":0.8895643364,
    "cats_micro_r":0.878,
    "cats_micro_f":0.8837443382,
    "cats_macro_p":0.8574269434,
    "cats_macro_r":0.8316230152,
    "cats_macro_f":0.8437131885,
    "cats_macro_auc":0.9726689611,
    "cats_f_per_type":{
      "sadness":{
        "p":0.9202898551,
        "r":0.9236363636,
        "f":0.9219600726
      },
      "fear":{
        "p":0.8256880734,
        "r":0.8490566038,
        "f":0.8372093023
      },
      "love":{
        "p":0.775147929,
        "r":0.7359550562,
        "f":0.7550432277
      },
      "anger":{
        "p":0.8880597015,
        "r":0.8654545455,
        "f":0.876611418
      },
      "surprise":{
        "p":0.8142857143,
        "r":0.7037037037,
        "f":0.7549668874
      },
      "joy":{
        "p":0.9210903874,
        "r":0.9119318182,
        "f":0.9164882227
      }
    },
    "cats_macro_auc_per_type":0.0,
    "transformer_loss":0.0220424234,
    "textcat_loss":12.5931168866
  }
}