en_tenarchexp3 / meta.json
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{
"lang":"en",
"name":"tenarchexp3",
"version":"0.0.0",
"description":"",
"author":"",
"email":"",
"url":"",
"license":"",
"spacy_version":">=3.2.4,<3.3.0",
"spacy_git_version":"b50fe5ec6",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"tok2vec":[
],
"ner":[
"Seniority",
"TechSkill"
],
"textcat_multilabel":[
"SoftwareEngineer",
"SiteReliabitliyEngineer",
"ProductManager",
"DataScientist",
"Designer"
]
},
"pipeline":[
"tok2vec",
"ner",
"textcat_multilabel"
],
"components":[
"tok2vec",
"ner",
"textcat_multilabel"
],
"disabled":[
],
"performance":{
"ents_f":0.8976377953,
"ents_p":0.95,
"ents_r":0.8507462687,
"ents_per_type":{
"TechSkill":{
"p":0.9803921569,
"r":0.8771929825,
"f":0.9259259259
},
"Seniority":{
"p":0.7777777778,
"r":0.7,
"f":0.7368421053
}
},
"cats_score":0.718939555,
"cats_score_desc":"macro AUC",
"cats_micro_p":0.4791666667,
"cats_micro_r":0.8679245283,
"cats_micro_f":0.6174496644,
"cats_macro_p":0.3921106557,
"cats_macro_r":0.5541666667,
"cats_macro_f":0.4490322581,
"cats_macro_auc":0.718939555,
"cats_f_per_type":{
"SoftwareEngineer":{
"p":0.4918032787,
"r":0.9375,
"f":0.6451612903
},
"SiteReliabitliyEngineer":{
"p":0.0,
"r":0.0,
"f":0.0
},
"ProductManager":{
"p":0.0,
"r":0.0,
"f":0.0
},
"DataScientist":{
"p":1.0,
"r":1.0,
"f":1.0
},
"Designer":{
"p":0.46875,
"r":0.8333333333,
"f":0.6
}
},
"cats_macro_auc_per_type":0.0,
"tok2vec_loss":311.3143602825,
"ner_loss":54.8616165066,
"textcat_multilabel_loss":0.0572747632
},
"requirements":[
]
}