---
tags:
- spacy
language:
- nl
license: cc-by-sa-4.0
model-index:
- name: nl_Echocardiogram_SpanCategorizer_diastolic_dysfunction
  results: []
---
Package to classify spans for the presence and severity of diastolic dysfunction in Dutch echocardiogram reports.

| Feature | Description |
| --- | --- |
| **Name** | `nl_Echocardiogram_SpanCategorizer_diastolic_dysfunction` |
| **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

<details>

<summary>View label scheme (4 labels for 1 components)</summary>

| Component | Labels |
| --- | --- |
| **`spancat`** | `lv_dias_func_normal`, `lv_dias_func_mild`, `lv_dias_func_severe`, `lv_dias_func_moderate` |

</details>

### Accuracy

| Type | Score |
| --- | --- |
| `SPANS_SC_F` | 87.48 |
| `SPANS_SC_P` | 90.18 |
| `SPANS_SC_R` | 84.93 |
| `TOK2VEC_LOSS` | 83.87 |
| `SPANCAT_LOSS` | 23391.53 |