{
  "lang":"en",
  "name":"textcat_goemotions",
  "version":"0.0.1",
  "description":"# \ud83e\ude90 spaCy Project: Categorization of emotions in Reddit posts (Text Classification) This project uses spaCy to train a text classifier on the [GoEmotions dataset](https://github.com/google-research/google-research/tree/master/goemotions)",
  "author":"Explosion",
  "email":"",
  "url":"explosion.ai",
  "license":"MIT",
  "spacy_version":">=3.1.1,<3.2.0",
  "spacy_git_version":"530b5d72f",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "textcat_multilabel":[
      "admiration",
      "amusement",
      "anger",
      "annoyance",
      "approval",
      "caring",
      "confusion",
      "curiosity",
      "desire",
      "disappointment",
      "disapproval",
      "disgust",
      "embarrassment",
      "excitement",
      "fear",
      "gratitude",
      "grief",
      "joy",
      "love",
      "nervousness",
      "optimism",
      "pride",
      "realization",
      "relief",
      "remorse",
      "sadness",
      "surprise",
      "neutral"
    ]
  },
  "pipeline":[
    "transformer",
    "textcat_multilabel"
  ],
  "components":[
    "transformer",
    "textcat_multilabel"
  ],
  "disabled":[

  ],
  "_sourced_vectors_hashes":{

  },
  "performance":{
    "cats_score":0.9022125863,
    "cats_score_desc":"macro AUC",
    "cats_micro_p":0.6666666667,
    "cats_micro_r":0.4780564263,
    "cats_micro_f":0.5568233683,
    "cats_macro_p":0.550045931,
    "cats_macro_r":0.419275998,
    "cats_macro_f":0.4629156981,
    "cats_macro_auc":0.9022125863,
    "cats_f_per_type":{
      "admiration":{
        "p":0.7392197125,
        "r":0.737704918,
        "f":0.7384615385
      },
      "amusement":{
        "p":0.7814569536,
        "r":0.7788778878,
        "f":0.7801652893
      },
      "anger":{
        "p":0.5531914894,
        "r":0.4,
        "f":0.4642857143
      },
      "annoyance":{
        "p":0.4,
        "r":0.3564356436,
        "f":0.3769633508
      },
      "approval":{
        "p":0.4594594595,
        "r":0.2569269521,
        "f":0.3295638126
      },
      "caring":{
        "p":0.5531914894,
        "r":0.339869281,
        "f":0.4210526316
      },
      "confusion":{
        "p":0.6086956522,
        "r":0.2763157895,
        "f":0.3800904977
      },
      "curiosity":{
        "p":0.5206185567,
        "r":0.4072580645,
        "f":0.4570135747
      },
      "desire":{
        "p":0.5487804878,
        "r":0.5844155844,
        "f":0.5660377358
      },
      "disappointment":{
        "p":0.5862068966,
        "r":0.1042944785,
        "f":0.1770833333
      },
      "disapproval":{
        "p":0.5071428571,
        "r":0.2431506849,
        "f":0.3287037037
      },
      "disgust":{
        "p":0.6904761905,
        "r":0.2989690722,
        "f":0.4172661871
      },
      "embarrassment":{
        "p":0.7391304348,
        "r":0.4857142857,
        "f":0.5862068966
      },
      "excitement":{
        "p":0.5652173913,
        "r":0.2708333333,
        "f":0.3661971831
      },
      "fear":{
        "p":0.6555555556,
        "r":0.6555555556,
        "f":0.6555555556
      },
      "gratitude":{
        "p":0.9459459459,
        "r":0.8798882682,
        "f":0.9117221418
      },
      "grief":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "joy":{
        "p":0.6115107914,
        "r":0.4941860465,
        "f":0.5466237942
      },
      "love":{
        "p":0.7446808511,
        "r":0.8333333333,
        "f":0.7865168539
      },
      "nervousness":{
        "p":0.6428571429,
        "r":0.4285714286,
        "f":0.5142857143
      },
      "optimism":{
        "p":0.6725146199,
        "r":0.5502392344,
        "f":0.6052631579
      },
      "pride":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "realization":{
        "p":0.2978723404,
        "r":0.2204724409,
        "f":0.2533936652
      },
      "relief":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "remorse":{
        "p":0.6849315068,
        "r":0.7352941176,
        "f":0.7092198582
      },
      "sadness":{
        "p":0.5,
        "r":0.4965034965,
        "f":0.498245614
      },
      "surprise":{
        "p":0.6288659794,
        "r":0.4728682171,
        "f":0.5398230088
      },
      "neutral":{
        "p":0.7637637638,
        "r":0.4320498301,
        "f":0.5518987342
      }
    },
    "cats_macro_auc_per_type":0.0,
    "transformer_loss":0.8351497036,
    "textcat_multilabel_loss":45.4983812743
  },
  "requirements":[
    "spacy_transformers>=1.0.1,<1.1.0"
  ]
}