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en_pipeline
peter-explosion-ai/en_pipeline
en_pipeline is a text classification model from peter-explosion-ai. Use it when you need a label for a piece of text. It is set up for spacy.
All-time downloads
275
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Repo size
2.3 MB
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0
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Other2.2 MB · 92%
At a glance
- Task
- Text Classification
- Library
- spacy
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jan 31, 2022
- SHA
- f6d46e54
Try a prompt
Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.2.1,<3.3.0 |
| 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 | POSITIVE, NEGATIVE |
Accuracy
| Type | Score |
|---|---|
CATS_SCORE | 55.70 |
CATS_MICRO_P | 58.65 |
CATS_MICRO_R | 58.65 |
CATS_MICRO_F | 58.65 |
CATS_MACRO_P | 61.88 |
CATS_MACRO_R | 58.69 |
CATS_MACRO_F | 55.70 |
CATS_MACRO_AUC | 63.53 |
CATS_MACRO_AUC_PER_TYPE | 0.00 |
TEXTCAT_LOSS | 3.74 |
- Task
- Text Classification
- Library
- spacy
- Languages
- en
- Created
- Mar 2, 2022
- Updated
- Jan 31, 2022