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en_textcat_multilabel_genre
egumasa/en_textcat_multilabel_genre
en_textcat_multilabel_genre is a text classification model from egumasa. Use it when you need a label for a piece of text. It is set up for spacy.
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Repo size
973 MB
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Other512 MB · 52%
At a glance
- Task
- Text Classification
- Library
- spacy
- Access
- Public
- Created
- Jun 19, 2024
- Updated
- Jun 19, 2024
- SHA
- 84537f39
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_textcat_multilabel_genre |
| Version | 0.0.4 |
| spaCy | >=3.6.0,<3.7.0 |
| 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 (3 labels for 1 components)</summary>| Component | Labels |
|---|---|
textcat_multilabel | CONV, FICTION, MAGAZINE |
Accuracy
| Type | Score |
|---|---|
CATS_SCORE | 100.00 |
CATS_MICRO_P | 99.87 |
CATS_MICRO_R | 99.85 |
CATS_MICRO_F | 99.86 |
CATS_MACRO_P | 99.86 |
CATS_MACRO_R | 99.85 |
CATS_MACRO_F | 99.86 |
CATS_MACRO_AUC | 100.00 |
CATS_MACRO_AUC_PER_TYPE | 0.00 |
TRANSFORMER_LOSS | 7.13 |
TEXTCAT_MULTILABEL_LOSS | 93.68 |
- Task
- Text Classification
- Library
- spacy
- Languages
- en
- Created
- Jun 19, 2024
- Updated
- Jun 19, 2024