uk_ner_spacy / meta.json
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{
"lang":"uk",
"name":"ner_spacy",
"version":"0.0.0",
"description":"",
"author":"",
"email":"",
"url":"",
"license":"",
"spacy_version":">=3.6.1,<3.7.0",
"spacy_git_version":"458bc5f45",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"tok2vec":[
],
"ner":[
"CLAUSE_NUMBER",
"CLAUSE_TITLE",
"CONTRACT_TYPE",
"DEFINITION_TITLE",
"MARGINAL"
]
},
"pipeline":[
"tok2vec",
"ner"
],
"components":[
"tok2vec",
"ner"
],
"disabled":[
],
"performance":{
"ents_f":0.9471004243,
"ents_p":0.9543899658,
"ents_r":0.9399213925,
"ents_per_type":{
"CONTRACT_TYPE":{
"p":0.6071428571,
"r":0.3777777778,
"f":0.4657534247
},
"CLAUSE_NUMBER":{
"p":0.9868329868,
"r":0.9958041958,
"f":0.9912982945
},
"CLAUSE_TITLE":{
"p":0.8579881657,
"r":0.7512953368,
"f":0.8011049724
},
"DEFINITION_TITLE":{
"p":0.7787610619,
"r":0.7787610619,
"f":0.7787610619
},
"MARGINAL":{
"p":0.0,
"r":0.0,
"f":0.0
}
},
"tok2vec_loss":189.4445021237,
"ner_loss":383.6173645542
},
"dataset_stats":{
"datetime":"2023-10-25 14:55:17",
"dtype":"spacy",
"namespace":"uk",
"label_type":"clause_number,clause_title,definition_title,contract_type,marginal",
"n_labels":16279,
"n_documents":4557,
"precision":0.9543899658,
"recall":0.9399213925,
"f1_score":0.9471004243,
"loss":383.6173645542
},
"requirements":[
]
}