Model to extract color entities from chunks of notes
| Feature | Description |
|---|---|
| Name | en_colorExtractor |
| Version | 0.0.1 |
| spaCy | >=3.6.1,<3.7.0 |
| Default Pipeline | tok2vec, ner |
| Components | tok2vec, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | MIT |
| Author | Liubomyr Gavryliv |
Label Scheme
View label scheme (1 labels for 1 components)
| Component | Labels |
|---|---|
ner |
COLOR |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
96.81 |
ENTS_P |
96.56 |
ENTS_R |
97.06 |
TOK2VEC_LOSS |
1365.52 |
NER_LOSS |
147789.01 |
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Evaluation results
- NER Precisionself-reported0.966
- NER Recallself-reported0.971
- NER F Scoreself-reported0.968