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--- |
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tags: |
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- spacy |
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- text-classification |
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language: |
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- en |
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model-index: |
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- name: en_triage_subject |
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results: [] |
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--- |
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| Feature | Description | |
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| --- | --- | |
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| **Name** | `en_triage_subject` | |
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| **Version** | `0.0.0` | |
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| **spaCy** | `>=3.4.3,<3.5.0` | |
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| **Default Pipeline** | `tok2vec`, `textcat` | |
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| **Components** | `tok2vec`, `textcat` | |
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| **Vectors** | 514157 keys, 514157 unique vectors (300 dimensions) | |
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| **Sources** | n/a | |
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| **License** | n/a | |
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| **Author** | [n/a]() | |
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### Label Scheme |
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<details> |
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<summary>View label scheme (5 labels for 1 components)</summary> |
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| Component | Labels | |
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| --- | --- | |
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| **`textcat`** | `General Correspondence`, `Invoice`, `New Claim Form`, `Assessor Report`, `Complaint` | |
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</details> |
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### Accuracy |
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| Type | Score | |
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| --- | --- | |
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| `CATS_SCORE` | 79.52 | |
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| `CATS_MICRO_P` | 99.34 | |
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| `CATS_MICRO_R` | 99.34 | |
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| `CATS_MICRO_F` | 99.34 | |
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| `CATS_MACRO_P` | 79.37 | |
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| `CATS_MACRO_R` | 79.67 | |
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| `CATS_MACRO_F` | 79.52 | |
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| `CATS_MACRO_AUC` | 79.99 | |
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| `CATS_MACRO_AUC_PER_TYPE` | 0.00 | |
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| `TOK2VEC_LOSS` | 25952.93 | |
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| `TEXTCAT_LOSS` | 58.98 | |
