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en_essay_scorer_textcat
Zlovoblachko/en_essay_scorer_textcat
en_essay_scorer_textcat is a text classification model from Zlovoblachko. Use it when you need a label for a piece of text. It is set up for spacy.
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Repo size
960 MB
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At a glance
- Task
- Text Classification
- Library
- spacy
- Access
- Public
- Created
- Jun 29, 2024
- Updated
- Jun 29, 2024
- SHA
- b2055cf2
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_essay_scorer_textcat |
| Version | 0.0.0 |
| spaCy | >=3.7.5,<3.8.0 |
| 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 (7 labels for 1 components)</summary>| Component | Labels |
|---|---|
textcat_multilabel | 4.0, 3.0, 5.0, 2.0, 1.0, 6.0, nan |
Accuracy
| Type | Score |
|---|---|
CATS_SCORE | 44.42 |
CATS_MICRO_P | 32.79 |
CATS_MICRO_R | 2.00 |
CATS_MICRO_F | 3.77 |
CATS_MACRO_P | 4.68 |
CATS_MACRO_R | 0.81 |
CATS_MACRO_F | 1.38 |
CATS_MACRO_AUC | 44.42 |
TRANSFORMER_LOSS | 121.62 |
TEXTCAT_MULTILABEL_LOSS | 6867.11 |
- Task
- Text Classification
- Library
- spacy
- Languages
- en
- Created
- Jun 29, 2024
- Updated
- Jun 29, 2024