Gianpe's picture
Update spaCy pipeline
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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
}
}