en_predii_ner / meta.json
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{
"lang":"en",
"name":"predii_ner",
"version":"0.0.0",
"description":"",
"author":"",
"email":"",
"url":"",
"license":"",
"spacy_version":">=3.7.4,<3.8.0",
"spacy_git_version":"bff8725f4",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"tok2vec":[
],
"ner":[
"CHASSIS TYPE",
"COMPONENT",
"CORRECTIVE ACTION",
"FAILURE ISSUE",
"MANUFACTURER",
"PARTS",
"PROCESS",
"VEHICLE MODEL"
]
},
"pipeline":[
"tok2vec",
"ner"
],
"components":[
"tok2vec",
"ner"
],
"disabled":[
],
"performance":{
"ents_f":0.8127555192,
"ents_p":0.8568965517,
"ents_r":0.7729393468,
"ents_per_type":{
"MANUFACTURER":{
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"r":0.9622641509,
"f":0.953271028
},
"COMPONENT":{
"p":0.8120300752,
"r":0.8120300752,
"f":0.8120300752
},
"VEHICLE MODEL":{
"p":0.8039215686,
"r":0.8039215686,
"f":0.8039215686
},
"FAILURE ISSUE":{
"p":0.8633093525,
"r":0.7692307692,
"f":0.813559322
},
"CORRECTIVE ACTION":{
"p":0.8691588785,
"r":0.6241610738,
"f":0.7265625
},
"CHASSIS TYPE":{
"p":0.8936170213,
"r":0.9545454545,
"f":0.9230769231
},
"PROCESS":{
"p":1.0,
"r":1.0,
"f":1.0
},
"PARTS":{
"p":0.8205128205,
"r":0.6808510638,
"f":0.7441860465
}
},
"tok2vec_loss":747.9370691416,
"ner_loss":7980.4772103899
},
"requirements":[
]
}