metadata
tags:
- spacy
language:
- nl
license: cc-by-sa-4.0
model-index:
- name: nl_Echocardiogram_SpanCategorizer_rv_dil
results: []
Package to classify spans for the presence and severity of right ventricular dilatation in Dutch echocardiogram reports.
| Feature | Description |
|---|---|
| Name | nl_Echocardiogram_SpanCategorizer_rv_dil |
| 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 |
rv_dil_normal, rv_dil_severe, rv_dil_mild, rv_dil_moderate, rv_dil_present |
Accuracy
| Type | Score |
|---|---|
SPANS_SC_F |
90.06 |
SPANS_SC_P |
92.59 |
SPANS_SC_R |
87.67 |
TOK2VEC_LOSS |
59.40 |
SPANCAT_LOSS |
16044.83 |