| 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 |
{}
region:us
TAGS
#region-us 


### Label Scheme



View label scheme (6 labels for 1 components)


### Accuracy




### Label Scheme



View label scheme (6 labels for 1 components) ### Accuracy
TAGS
#region-us 
 ### Label Scheme



View label scheme (6 labels for 1 components) ### Accuracy
passage: TAGS
#region-us 
### Label Scheme



View label scheme (6 labels for 1 components)### Accuracy