| Feature | Description |
|---|---|
| Name | ru_patents_ner |
| Version | 1.0.1 |
| spaCy | >=3.8.4,<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 |
59.95 |
F1_MACRO |
55.92 |
F1_WEIGHTED |
59.51 |
F1_COMPONENT |
66.29 |
F1_SYSTEM |
66.62 |
F1_ATTRIBUTE |
34.84 |
ENTS_P |
60.95 |
ENTS_R |
58.99 |
TRANSFORMER_LOSS |
907006.78 |
NER_LOSS |
1524129.39 |
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Evaluation results
- NER Precisionself-reported0.598
- NER Recallself-reported0.615
- NER F Scoreself-reported0.607