---
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

<details>

<summary>View label scheme (5 labels for 1 components)</summary>

| Component | Labels |
| --- | --- |
| **`spancat`** | `pe_not_present`, `pe_moderate`, `pe_mild`, `pe_severe`, `pe` |

</details>

### 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 |