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en_ethicalads_topics
davidfischer/en_ethicalads_topics
en_ethicalads_topics is a machine learning model from davidfischer. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Access
Public
Updated Oct 19, 2022
Repo size
551 MB
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0
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Repo makeup
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Other516 MB · 100%
At a glance
- Access
- Public
- Created
- Jun 24, 2022
- Updated
- Oct 19, 2022
- SHA
- 26e164ce
Model card
From the Hugging Face model 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 |
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 |
- Created
- Jun 24, 2022
- Updated
- Oct 19, 2022