RE with tok2vec
Feature | Description |
---|---|
Name | en_nerry_rel_tok2vec |
Version | 2.0.0 |
spaCy | >=3.6.1,<3.7.0 |
Default Pipeline | tok2vec , ner , relation_extractor |
Components | tok2vec , ner , relation_extractor |
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | n/a |
License | n/a |
Author | HjAnthony |
Label Scheme
View label scheme (4 labels for 2 components)
Component | Labels |
---|---|
ner |
CRIME , PERSON , PROCECUTION |
relation_extractor |
INVOVLED_IN |
Accuracy
Type | Score |
---|---|
ENTS_F |
70.42 |
ENTS_P |
54.35 |
ENTS_R |
100.00 |
REL_MICRO_P |
55.56 |
REL_MICRO_R |
100.00 |
REL_MICRO_F |
71.43 |
TOK2VEC_LOSS |
0.00 |
RELATION_EXTRACTOR_LOSS |
105.57 |
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Evaluation results
- NER Precisionself-reported0.543
- NER Recallself-reported1.000
- NER F Scoreself-reported0.704