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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_procare_business_unit |
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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_procare_business_unit` | |
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| **Version** | `0.0.0` | |
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| **spaCy** | `>=3.5.4,<3.6.0` | |
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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 (30 labels for 1 components)</summary> |
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| Component | Labels | |
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| --- | --- | |
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| **`textcat_multilabel`** | `Health and Wellbeing`, `NT Consulting`, `SA Workers Comp`, `VIC Workers Comp`, `ACT Consultancy`, `NSW Consulting`, `Staff Cards`, `NT MAC`, `NSW CTP`, `NSW Workers Comp`, `SA Consulting`, `ACT Workers Comp`, `Life and A&H`, `QLD Workers Comp`, `NT Workers Comp`, `Treatment`, `State Authorities Superannuation Scheme`, `ACT CTP`, `NULL`, `National Consulting`, `WA Workers Comp`, `QLD CTP`, `VIC TAC`, `WA Consulting`, `TAS Consulting`, `QLD Consulting`, `VIC Consulting`, `Comcare`, `TAS Workers Comp`, `SA CTP` | |
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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` | 81.21 | |
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| `CATS_MICRO_P` | 89.37 | |
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| `CATS_MICRO_R` | 59.54 | |
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| `CATS_MICRO_F` | 71.47 | |
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| `CATS_MACRO_P` | 67.87 | |
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| `CATS_MACRO_R` | 33.52 | |
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| `CATS_MACRO_F` | 42.52 | |
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| `CATS_MACRO_AUC` | 81.21 | |
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| `TEXTCAT_MULTILABEL_LOSS` | 73.72 | |
