| Feature | Description |
|---|---|
| Name | en_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.7.4,<3.8.0 |
| Default Pipeline | tok2vec, ner |
| Components | tok2vec, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
View label scheme (8 labels for 1 components)
| Component | Labels |
|---|---|
ner |
CHASSIS TYPE, COMPONENT, CORRECTIVE ACTION, FAILURE ISSUE, MANUFACTURER, PARTS, PROCESS, VEHICLE MODEL |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
81.49 |
ENTS_P |
83.28 |
ENTS_R |
79.78 |
TOK2VEC_LOSS |
73481.67 |
NER_LOSS |
790364.36 |
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Evaluation results
- NER Precisionself-reported0.833
- NER Recallself-reported0.798
- NER F Scoreself-reported0.815