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en_nature_of_li_multilabel

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English
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en_nature_of_li_multilabel
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{
  "lang":"en",
  "name":"nature_of_li_multilabel",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.4.3,<3.5.0",
  "spacy_git_version":"63673a792",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "textcat_multilabel":[
      "shirt",
      "balloon",
      "cream",
      "socks",
      "pants",
      "shampoo",
      "toy",
      "sweater"
    ]
  },
  "pipeline":[
    "textcat_multilabel"
  ],
  "components":[
    "textcat_multilabel"
  ],
  "disabled":[

  ],
  "performance":{
    "cats_score":0.9581552495,
    "cats_score_desc":"macro AUC",
    "cats_micro_p":0.9977259572,
    "cats_micro_r":0.9959963678,
    "cats_micro_f":0.9968604123,
    "cats_macro_p":0.7448195473,
    "cats_macro_r":0.7383709233,
    "cats_macro_f":0.7413850696,
    "cats_macro_auc":0.9581552495,
    "cats_f_per_type":{
      "shirt":{
        "p":0.9982481752,
        "r":0.9962121212,
        "f":0.9972291089
      },
      "balloon":{
        "p":0.9986517611,
        "r":1.0,
        "f":0.9993254258
      },
      "cream":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "socks":{
        "p":0.9616564417,
        "r":0.9968203498,
        "f":0.9789227166
      },
      "pants":{
        "p":1.0,
        "r":0.9873217116,
        "f":0.9936204147
      },
      "shampoo":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "toy":{
        "p":1.0,
        "r":0.9980417755,
        "f":0.9990199281
      },
      "sweater":{
        "p":1.0,
        "r":0.9285714286,
        "f":0.962962963
      }
    },
    "cats_macro_auc_per_type":0.0,
    "textcat_multilabel_loss":0.0760707086
  },
  "requirements":[

  ]
}