| --- |
| tags: |
| - spacy |
| - text-classification |
| language: |
| - en |
| model-index: |
| - name: en_procare_business_unit |
| results: [] |
| --- |
| | Feature | Description | |
| | --- | --- | |
| | **Name** | `en_procare_business_unit` | |
| | **Version** | `0.0.0` | |
| | **spaCy** | `>=3.5.4,<3.6.0` | |
| | **Default Pipeline** | `textcat_multilabel` | |
| | **Components** | `textcat_multilabel` | |
| | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) | |
| | **Sources** | n/a | |
| | **License** | n/a | |
| | **Author** | [n/a]() | |
|
|
| ### Label Scheme |
|
|
| <details> |
|
|
| <summary>View label scheme (30 labels for 1 components)</summary> |
|
|
| | Component | Labels | |
| | --- | --- | |
| | **`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` | |
| |
| </details> |
| |
| ### Accuracy |
| |
| | Type | Score | |
| | --- | --- | |
| | `CATS_SCORE` | 81.21 | |
| | `CATS_MICRO_P` | 89.37 | |
| | `CATS_MICRO_R` | 59.54 | |
| | `CATS_MICRO_F` | 71.47 | |
| | `CATS_MACRO_P` | 67.87 | |
| | `CATS_MACRO_R` | 33.52 | |
| | `CATS_MACRO_F` | 42.52 | |
| | `CATS_MACRO_AUC` | 81.21 | |
| | `TEXTCAT_MULTILABEL_LOSS` | 73.72 | |
