Delicalib/ru_patents_ner

Feature	Description
Name	ru_patents_ner
Version	1.0.0
spaCy	>=3.8.5,<3.9.0
Default Pipeline	transformer, ner
Components	transformer, ner
Vectors	500002 keys, 500002 unique vectors (300 dimensions)
Sources	n/a
License	n/a
Author	n/a

Label Scheme

View label scheme (3 labels for 1 components)

Component	Labels
ner	ATTRIBUTE, COMPONENT, SYSTEM

Accuracy

Type	Score
F1_MICRO	61.24
F1_MACRO	54.82
F1_WEIGHTED	60.09
F1_COMPONENT	67.20
F1_SYSTEM	64.79
F1_ATTRIBUTE	32.48
ENTS_P	61.87
ENTS_R	60.63
ENTS_F	61.24
TRANSFORMER_LOSS	144452.32
NER_LOSS	222665.13