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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_nature_of_li_multilabel |
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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_nature_of_li_multilabel` | |
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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** | `textcat_multilabel` | |
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| **Components** | `textcat_multilabel` | |
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| **Vectors** | 0 keys, 0 unique vectors (0 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 (8 labels for 1 components)</summary> |
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| Component | Labels | |
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| --- | --- | |
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| **`textcat_multilabel`** | `shirt`, `balloon`, `cream`, `socks`, `pants`, `shampoo`, `toy`, `sweater` | |
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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` | 95.82 | |
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| `CATS_MICRO_P` | 99.77 | |
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| `CATS_MICRO_R` | 99.60 | |
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| `CATS_MICRO_F` | 99.69 | |
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| `CATS_MACRO_P` | 74.48 | |
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| `CATS_MACRO_R` | 73.84 | |
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| `CATS_MACRO_F` | 74.14 | |
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| `CATS_MACRO_AUC` | 95.82 | |
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| `CATS_MACRO_AUC_PER_TYPE` | 0.00 | |
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| `TEXTCAT_MULTILABEL_LOSS` | 7.61 | |
