Feature | Description |
---|---|
Name | en_pipeline |
Version | 0.0.0 |
spaCy | >=3.7.5,<3.8.0 |
Default Pipeline | tok2vec , ner |
Components | tok2vec , ner |
Vectors | 514157 keys, 514157 unique vectors (300 dimensions) |
Sources | n/a |
License | n/a |
Author | n/a |
Label Scheme
View label scheme (26 labels for 1 components)
Component | Labels |
---|---|
ner |
ANGLE , CHEMICAL TERM , COUNTABLE , DECIMAL , EQU , EQUATION CITATION , FIGURE CITATION , FRACTION , GREEK VARIABLE , LEADING ZERO , NAMEDATE REF. CITATION , NUMBER , OPERATOR , ORDINAL , ORIENTATION , PERCENTAGE , RANGE , RATIO , ROMAN NUMBER , SI UNIT , SI UNIT , TABLE CITATION , THOUSANDS OPERATOR , THOUSANDS SEPARATOR , TIME UNIT , YEAR |
Accuracy
Type | Score |
---|---|
ENTS_F |
98.38 |
ENTS_P |
98.48 |
ENTS_R |
98.28 |
TOK2VEC_LOSS |
34785.41 |
NER_LOSS |
84008.34 |
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Evaluation results
- NER Precisionself-reported0.985
- NER Recallself-reported0.983
- NER F Scoreself-reported0.984