readme: | Feature | Description |
  | --- | --- |
  | **Name** | `en_ethicalads_topics` |
  | **Version** | `20221006_18_20_26` |
  | **spaCy** | `>=3.4.1,<3.5.0` |
  | **Default Pipeline** | `transformer`, `textcat_multilabel` |
  | **Components** | `transformer`, `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 (6 labels for 1 components)</summary>
  
  | Component | Labels |
  | --- | --- |
  | **`textcat_multilabel`** | `datascience`, `backend`, `frontend`, `security`, `devops`, `blockchain` |
  
  </details>
  
  ### Accuracy
  
  | Type | Score |
  | --- | --- |
  | `CATS_SCORE` | 94.59 |
  | `CATS_MICRO_P` | 88.33 |
  | `CATS_MICRO_R` | 60.23 |
  | `CATS_MICRO_F` | 71.62 |
  | `CATS_MACRO_P` | 89.62 |
  | `CATS_MACRO_R` | 62.99 |
  | `CATS_MACRO_F` | 72.15 |
  | `CATS_MACRO_AUC` | 94.59 |
  | `CATS_MACRO_AUC_PER_TYPE` | 0.00 |
  | `TRANSFORMER_LOSS` | 6.77 |
  | `TEXTCAT_MULTILABEL_LOSS` | 630.05 |