| 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 |