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--- |
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tags: |
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- spacy |
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language: |
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- nl |
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license: cc-by-sa-4.0 |
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model-index: |
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- name: nl_Echocardiogram_SpanCategorizer_diastolic_dysfunction |
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results: [] |
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--- |
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Package to classify spans for the presence and severity of diastolic dysfunction in Dutch echocardiogram reports. |
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| Feature | Description | |
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| --- | --- | |
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| **Name** | `nl_Echocardiogram_SpanCategorizer_diastolic_dysfunction` | |
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| **Version** | `1.0.0` | |
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| **spaCy** | `>=3.7.4,<3.8.0` | |
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| **Default Pipeline** | `tok2vec`, `spancat` | |
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| **Components** | `tok2vec`, `spancat` | |
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| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) | |
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| **Sources** | n/a | |
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| **License** | `cc-ny-sa-4.0` | |
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| **Author** | [Bauke Arends]() | |
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### Label Scheme |
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<details> |
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<summary>View label scheme (4 labels for 1 components)</summary> |
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| Component | Labels | |
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| --- | --- | |
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| **`spancat`** | `lv_dias_func_normal`, `lv_dias_func_mild`, `lv_dias_func_severe`, `lv_dias_func_moderate` | |
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</details> |
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### Accuracy |
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| Type | Score | |
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| --- | --- | |
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| `SPANS_SC_F` | 87.48 | |
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| `SPANS_SC_P` | 90.18 | |
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| `SPANS_SC_R` | 84.93 | |
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| `TOK2VEC_LOSS` | 83.87 | |
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| `SPANCAT_LOSS` | 23391.53 | |
