metadata
tags:
- spacy
language:
- nl
license: cc-by-sa-4.0
model-index:
- name: nl_Echocardiogram_SpanCategorizer_pericardial_effusion
results: []
Package to classify spans for the presence and severity of pericardial effusion in Dutch echocardiogram reports.
| Feature | Description |
|---|---|
| Name | nl_Echocardiogram_SpanCategorizer_pericardial_effusion |
| Version | 1.0.0 |
| spaCy | >=3.7.4,<3.8.0 |
| Default Pipeline | tok2vec, spancat |
| Components | tok2vec, spancat |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | cc-ny-sa-4.0 |
| Author | Bauke Arends |
Label Scheme
View label scheme (5 labels for 1 components)
| Component | Labels |
|---|---|
spancat |
pe_not_present, pe_moderate, pe_mild, pe_severe, pe |
Accuracy
| Type | Score |
|---|---|
SPANS_SC_F |
78.69 |
SPANS_SC_P |
89.36 |
SPANS_SC_R |
70.29 |
TOK2VEC_LOSS |
17.38 |
SPANCAT_LOSS |
38817.76 |