metadata
tags:
- spacy
language:
- nl
license: cc-by-sa-4.0
model-index:
- name: nl_Echocardiogram_SpanCategorizer_lv_syst_func
results: []
Package to classify spans for the presence and severity of left ventricular systolic dysfunction in Dutch echocardiogram reports.
| Feature | Description |
|---|---|
| Name | nl_Echocardiogram_SpanCategorizer_lv_syst_func |
| 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 (7 labels for 1 components)
| Component | Labels |
|---|---|
spancat |
lv_sys_func_normal, lv_sys_func_mild, lv_sys_func_moderate, lv_sys_func_severe, lv_sys_func_unchanged, lv_sys_func_unknown, lv_sys_func_improved |
Accuracy
| Type | Score |
|---|---|
SPANS_SC_F |
76.99 |
SPANS_SC_P |
79.16 |
SPANS_SC_R |
74.93 |
TOK2VEC_LOSS |
1264.95 |
SPANCAT_LOSS |
154542.04 |