| Feature | Description |
|---|---|
| Name | en_spacy_bert_small_ner |
| Version | 0.0.0 |
| spaCy | >=3.5.0,<3.6.0 |
| Default Pipeline | transformer, ner |
| Components | transformer, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | Abdulla Al Nuaimi |
Label Scheme
View label scheme (4 labels for 1 components)
| Component | Labels |
|---|---|
ner |
LOC, MISC, ORG, PER |
Accuracy (Validation)
| Type | Score |
|---|---|
ENTS_F |
91.96 |
ENTS_P |
92.14 |
ENTS_R |
91.77 |
TRANSFORMER_LOSS |
44301.15 |
NER_LOSS |
117885.17 |
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Dataset used to train amalnuaimi/en_spacy_bert_small_ner
Evaluation results
- NER Precisionself-reported0.921
- NER Recallself-reported0.918
- NER F Scoreself-reported0.920