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en_nature_of_li_multilabel
andreids/en_nature_of_li_multilabel
en_nature_of_li_multilabel is a text classification model from andreids. Use it when you need a label for a piece of text. It is set up for spacy.
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Repo size
13.7 MB
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At a glance
- Task
- Text Classification
- Library
- spacy
- Access
- Public
- Created
- Jan 10, 2023
- Updated
- Jan 10, 2023
- SHA
- f6fd3535
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_nature_of_li_multilabel |
| Version | 0.0.0 |
| spaCy | >=3.4.3,<3.5.0 |
| Default Pipeline | textcat_multilabel |
| Components | 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 (8 labels for 1 components)</summary>| Component | Labels |
|---|---|
textcat_multilabel | shirt, balloon, cream, socks, pants, shampoo, toy, sweater |
Accuracy
| Type | Score |
|---|---|
CATS_SCORE | 95.82 |
CATS_MICRO_P | 99.77 |
CATS_MICRO_R | 99.60 |
CATS_MICRO_F | 99.69 |
CATS_MACRO_P | 74.48 |
CATS_MACRO_R | 73.84 |
CATS_MACRO_F | 74.14 |
CATS_MACRO_AUC | 95.82 |
CATS_MACRO_AUC_PER_TYPE | 0.00 |
TEXTCAT_MULTILABEL_LOSS | 7.61 |
- Task
- Text Classification
- Library
- spacy
- Languages
- en
- Created
- Jan 10, 2023
- Updated
- Jan 10, 2023