Custom NER model for detecting ANIMAL entities in Swiss parliamentary texts
| Feature | Description |
|---|---|
| Name | de_parlimal_animal_ner_trf |
| Version | 0.2.0 |
| spaCy | >=3.8.7,<3.9.0 |
| Default Pipeline | transformer, ner |
| Components | transformer, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | Mario Angst |
Label Scheme
View label scheme (1 labels for 1 components)
| Component | Labels |
|---|---|
ner |
ANIMAL |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
95.15 |
ENTS_P |
94.23 |
ENTS_R |
96.08 |
TRANSFORMER_LOSS |
0.00 |
NER_LOSS |
0.00 |
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Evaluation results
- NER Precisionself-reported0.942
- NER Recallself-reported0.961
- NER F Scoreself-reported0.951