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Update spaCy pipeline
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{
"lang":"en",
"name":"textcat_multilabel_genre",
"version":"0.0.4",
"description":"",
"author":"",
"email":"",
"url":"",
"license":"",
"spacy_version":">=3.6.0,<3.7.0",
"spacy_git_version":"6fc153a26",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"transformer":[
],
"textcat_multilabel":[
"CONV",
"FICTION",
"MAGAZINE"
]
},
"pipeline":[
"transformer",
"textcat_multilabel"
],
"components":[
"transformer",
"textcat_multilabel"
],
"disabled":[
],
"performance":{
"cats_score":0.9999883114,
"cats_score_desc":"macro AUC",
"cats_micro_p":0.9986999856,
"cats_micro_r":0.9985076782,
"cats_micro_f":0.9986038226,
"cats_macro_p":0.9986181892,
"cats_macro_r":0.9985202574,
"cats_macro_f":0.9985683727,
"cats_macro_auc":0.9999883114,
"cats_f_per_type":{
"CONV":{
"p":0.9990641711,
"r":0.999331372,
"f":0.9991977537
},
"FICTION":{
"p":0.999720084,
"r":0.9972078738,
"f":0.9984623987
},
"MAGAZINE":{
"p":0.9970703125,
"r":0.9990215264,
"f":0.9980449658
}
},
"cats_macro_auc_per_type":0.0,
"transformer_loss":0.0712949916,
"textcat_multilabel_loss":0.9368427598
},
"requirements":[
"spacy-transformers>=1.2.5,<1.3.0"
]
}