| --- |
| tags: |
| - spacy |
| - text-classification |
| language: |
| - en |
| model-index: |
| - name: en_classification_of_services |
| results: [] |
| --- |
| | Feature | Description | |
| | --- | --- | |
| | **Name** | `en_classification_of_services` | |
| | **Version** | `0.0.0` | |
| | **spaCy** | `>=3.4.3,<3.5.0` | |
| | **Default Pipeline** | `textcat` | |
| | **Components** | `textcat` | |
| | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) | |
| | **Sources** | n/a | |
| | **License** | n/a | |
| | **Author** | [n/a]() | |
|
|
| ### Label Scheme |
|
|
| <details> |
|
|
| <summary>View label scheme (2 labels for 1 components)</summary> |
|
|
| | Component | Labels | |
| | --- | --- | |
| | **`textcat`** | `other`, `service` | |
|
|
| </details> |
|
|
| ### Accuracy |
|
|
| | Type | Score | |
| | --- | --- | |
| | `CATS_SCORE` | 99.89 | |
| | `CATS_MICRO_P` | 99.98 | |
| | `CATS_MICRO_R` | 99.98 | |
| | `CATS_MICRO_F` | 99.98 | |
| | `CATS_MACRO_P` | 99.99 | |
| | `CATS_MACRO_R` | 99.80 | |
| | `CATS_MACRO_F` | 99.89 | |
| | `CATS_MACRO_AUC` | 99.90 | |
| | `CATS_MACRO_AUC_PER_TYPE` | 0.00 | |
| | `TEXTCAT_LOSS` | 0.00 | |
