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en_pipeline
kangaroo927/en_pipeline
en_pipeline is a text classification model from kangaroo927. Use it when you need a label for a piece of text. It is set up for spacy.
All-time downloads
360
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Repo size
1.4 GB
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0
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Repo makeup
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.bin499 MB · 51%
At a glance
- Task
- Text Classification
- Library
- spacy
- Access
- Public
- Created
- May 14, 2022
- Updated
- May 14, 2022
- SHA
- 880c009f
Try a prompt
Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.1.4,<3.2.0 |
| Default Pipeline | transformer, textcat |
| Components | transformer, 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 (22 labels for 1 components)</summary>| Component | Labels |
|---|---|
textcat | Acute Bleed/Mesenteric Ischemia, Adrenal Mass Abdomen/Pelvis, Aortic Aneurysm Post EVT, Aortic Aneurysm Pre EVT, Aortic Dissection, Cystogram, Dual Phase Abdomen/Pelvis, Enterography IBD, NON Contrast Abdomen/Pelvis, Oral & IV Abdomen Pelvis, Oral Contrast Abdomen/Pelvis, Pancreas Mass Abdomen/Pelvis, Pelvis Only, Rectal Contrast Abdomen/Pelvis, Renal Donor, Renal Mass Abdomen/Pelvis, Renal Stone Abdomen/Pelvis, Routine Abdomen/Pelvis, Trauma Abdomen/Pelvis, Urogram Post Treatment/Follow Up, Urogram Pre Treatment Initial, Venogram |
Accuracy
| Type | Score |
|---|---|
CATS_SCORE | 76.67 |
CATS_MICRO_P | 85.89 |
CATS_MICRO_R | 85.19 |
CATS_MICRO_F | 85.54 |
CATS_MACRO_P | 74.35 |
CATS_MACRO_R | 80.69 |
CATS_MACRO_F | 76.67 |
CATS_MACRO_AUC | 97.57 |
CATS_MACRO_AUC_PER_TYPE | 0.00 |
TRANSFORMER_LOSS | 19.80 |
TEXTCAT_LOSS | 504.30 |
- Task
- Text Classification
- Library
- spacy
- Languages
- en
- Created
- May 14, 2022
- Updated
- May 14, 2022